Search results for "query"
Microsoft Azure Azure Core OpenTelemetry plugin Library for Python
Microsoft Azure Azure Data Tables Client Library for Python
Microsoft Azure Cognitive Search Client Library for Python
Microsoft Azure Blob Storage Client Library for Python
Microsoft Azure Azure File Share Storage Client Library for Python
Microsoft Azure Azure Queue Storage Client Library for Python
Python client for the official Notion API
A backport of Django's built in Tasks framework
A Lucene query parser generating ElasticSearch queries and more !
A library for indexing Django models with Elasicsearch, OpenSearch or database and searching them with the Django ORM.
Python package that interfaces with the Internet Archive's Wayback Machine APIs. Archive pages and retrieve archived pages easily.
The PEX packaging toolchain.
WebSocket client & server library, WAMP real-time framework
Celery result backends for Django.
Typed library that provides an ORM wrapper for tmux, a terminal multiplexer.
A pytest plugin powered by VCR.py to record and replay HTTP traffic
Python port of Inquirer.js (A collection of common interactive command-line user interfaces)
Hamcrest framework for matcher objects
Asyncer, async and await, focused on developer experience.
Cython wrapper for the C++ translation of the Angus Johnson's Clipper library (ver. 6.4.2)
Faster Whisper transcription with CTranslate2
Fast inference engine for Transformer models
Up-to-date simple useragent faker with real world database
A configurable set of panels that display various debug information about the current request/response.
A light-weight and flexible data validation and testing tool for statistical data objects.
Python SDK for Claude Code
Interface between LLMs and your data
Pytest Plugin to disable socket calls during tests
Calculate prices for calling LLM inference APIs.
SQLModel, SQL databases in Python, designed for simplicity, compatibility, and robustness.
A command line interface for Databricks
Python Geocoding Toolbox
parallel graph management and execution in heterogeneous computing
A versatile test fixtures replacement based on thoughtbot's factory_bot for Ruby.
Open World Holidays Framework
Embeddings, Retrieval, and Reranking
GraphQL Framework for Python
A Python module for working with the Tableau Server REST API.
Library with high-level APIs for creating and executing LangGraph agents and tools.
A set of server components for JupyterLab and JupyterLab like applications.
The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications.
JupyterLab computational environment
Simple LRU cache for asyncio
the modular source code checker: pep8 pyflakes and co
Client library to connect to the LangSmith Observability and Evaluation Platform.
Agent Framework / shim to use Pydantic with LLMs, slim package
A collection of framework independent HTTP protocol utils.
Fast implementation of asyncio event loop on top of libuv
Poetry PEP 517 Build Backend
Python plotting package
Simple, modern and high performance file watching and code reload in python.
Typer, build great CLIs. Easy to code. Based on Python type hints.
aiosignal: a list of registered asynchronous callbacks
FastAPI framework, high performance, easy to learn, fast to code, ready for production
Most extensible Python build backend with support for C/C++ extension modules
Conversation memory SDK — query meeting transcripts, decisions, and action items from any AI agent or application
A portable accelerated SQL query, search, and LLM-inference engine, written in Rust, for data-grounded AI apps and agents.
Connect LLMs and AI agents to Auth0 Management APIs via an MCP server. Use natural-language commands to create apps, deploy Actions, and query logs—runs locally and supports interactive tenant authent
A Model Context Protocol (MCP) server that provides secure, read-only access to BigQuery datasets. Enables Large Language Models (LLMs) to safely query and analyze data through a standardized interfac
An MCP server that acts as a bridge to query multiple OpenAI-compatible LLMs with MCP tool access. Just like rubber duck debugging, explain your problems to various AI "ducks" who can actually researc
台灣司法院判決 + 全國法規資料庫 MCP server · Query Taiwan legal data from any MCP AI agent
The memory system your AI agent deserves. 4-stage hybrid retrieval — Vector + BM25 + Knowledge Graph + Neural Reranker — in <150ms. Self-hosted, $0/query, built for agents that need to actually rememb
Token-efficient MCP server for tabular data retrieval. Index CSV/Excel files, query rows, aggregate — 99%+ token savings vs raw file reads.
MCP server for querying CKAN open data portals (package search, DataStore SQL, organizations, groups, tags)
A jq-like Markdown query language for command-line processing
MCP Toolbox for Databases is an open source MCP server for databases.
Let LLMs interface with your tasks and projects through the Model Context Protocol. Add, organize, and query your OmniFocus database with natural language commands.
A Model Context Protocol (MCP) server for Langfuse, enabling AI agents to query Langfuse trace data for enhanced debugging and observability
Accelerated property cache
Compatibility API between asyncio/Twisted/Trollius
Divides large result sets into pages for easier browsing
Framework for AI Backend. Build and run AI agents like microservices - scalable, observable, and identity-aware from day one.
MCP server for Claude Code and Codex. One tool call replaces ~42 minutes of agent exploration
LLM-powered knowledge base from your Claude Code, Codex CLI, Copilot, Cursor & Gemini sessions. Karpathy's LLM Wiki pattern — implemented and shipped.
The Ultimate Google Docs, Sheets, Drive, Gmail, & Google Calendar MCP Server. This MCP (primarily for use in Claude Desktop) gains full access to your google suite and lets claude do its thing.
Autonomous AI agent with persistent memory, self-learning, and earned autonomy. Cognitive partner that remembers, learns, and evolves.
No description
⚡ Lightweight offline AI agent for local models. No cloud, no API keys — just your GPU.
Local knowledge graph for AI agents. Hybrid search + MCP server for Obsidian vaults.
MCP-NixOS - Model Context Protocol Server for NixOS resources
MCP Server for Bear note taking app available as Claude Desktop extension or standalone server for any other AI tool
Open Source AI Platform - AI Chat with advanced features that works with every LLM
Local-first identity, memory, and secrets for AI agents. Portable state across models and harnesses.
One brain, many harnesses. Portable .agent/ folder (memory + skills + protocols) that plugs into Claude Code, Cursor, Windsurf, OpenCode, OpenClaw, Hermes, or DIY Python — and keeps its knowledge when
A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools.
AI Agent Framework, the Pydantic way
eBPF-based GPU causal observability agent
A powerful Model Context Protocol (MCP) server providing comprehensive Google Maps API integration with LLM processing capabilities.
Every meeting, every idea, every voice note — searchable by your AI. Open-source, privacy-first conversation memory layer.
PraisonAI 🦞 — Hire a 24/7 AI Workforce. Stop writing boilerplate and start shipping autonomous agents that research, plan, code, and execute tasks. Deployed in 5 lines of code with built-in memory, R
Local-first memory plugin for OpenClaw AI agents. LLM-powered extraction, plain markdown storage, hybrid search via QMD. Gives agents persistent long-term memory across conversations.
AI Observability & Evaluation
Free, open-source SQL Server execution plan analyzer — cross-platform GUI + CLI with 30 analysis rules, missing index detection, SSMS extension. Built-in MCP server for AI-assisted plan review.
Plugin suite + bundled MCP servers for Claude Code. Full delivery lifecycle: Agile pipeline with multi-model AI review, project bootstrap, documentation generation, codebase audits, performance optimi
A MCP (Model Context Protocol) server for interacting with dbt.
EdgeCrab 🦀 A Super Powerful Personal Assistant inspired by NousHermes and OpenClaw — Rust-native, blazing-fast terminal UI, ReAct tool loop, multi-provider LLM support, ACP protocol, gateway adapters
A production-ready runtime framework for agent apps with secure tool sandboxing, Agent-as-a-Service APIs, scalable deployment, full-stack observability, and broad framework compatibility.
Official MCP Servers for AWS
🔥 Lightweight, Airbrake/Sentry-compatible, PostgreSQL-based Open Source Error Catcher
A Model Context Protocol (MCP) server for interacting with Microsoft 365 and Office services through the Graph API
🔬 Harness Vibe Research with Self-evolving AI Scientists
The leading, most token-efficient MCP server for GitHub source code exploration via tree-sitter AST parsing
Your own Claude Code UI, sandbox, in-browser VS Code, terminal, multi-provider support (Anthropic, OpenAI, GitHub Copilot, OpenRouter), custom skills, and MCP servers.
A lightweight, cross-platform database client for developers. Supports MySQL, PostgreSQL and SQLite. Hackable with plugins. Built for speed, security, and aesthetics.
RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs
Redis Vector Library (RedisVL) -- the AI-native Python client for Redis.
Universal AI Development Platform with MCP server integration, multi-provider support, and professional CLI. Build, test, and deploy AI applications with multiple ai providers.
Free, open-source SQL Server performance monitoring — 32 collectors, real-time alerts, graphical plan viewer, MCP server for AI analysis. Supports SQL 2016-2025, Azure SQL, AWS RDS.
The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.
A Claude Code plugin that automatically captures everything Claude does during your coding sessions, compresses it with AI (using Claude's agent-sdk), and injects relevant context back into future ses
Built from the ground-up for agents, Vessel Browser is an open source AI browser for Linux/Windows that provides a durable state, MCP control, and BYOK with full autonomous browsing. Use with Hermes A
423 plugins, 2,849 skills, 177 agents for Claude Code. Open-source marketplace at tonsofskills.com with the ccpi CLI package manager.
An open-source multi-provider AI assisted CLI development tool. Use whatever LLM you want to code in your terminal.
Procedural memory for AI coding agents: transforms scattered session history into persistent, cross-agent memory so every agent learns from every other
Knowledge Engine for AI Agent Memory in 6 lines of code
LlamaIndex is the leading document agent and OCR platform
A text-based user interface (TUI) client for interacting with MCP servers using Ollama. Features include agent mode, multi-server, model switching, streaming responses, tool management, human-in-the-l
Persistent memory for AI coding agents
Real-time transport layer for Java AI agents. Build once with @Agent — deliver over WebSocket, SSE, gRPC, and WebTransport/HTTP3. Talk MCP, A2A and AG-UI.
The Unofficial and Awesome Home Assistant MCP Server
Build AI agents that actually do things. Synapse is an open-source platform for creating, connecting, and orchestrating AI agents powered by any LLM — local or cloud.
RESTai is an AIaaS (AI as a Service) open-source platform. Supports many public and local LLM suported by Ollama/vLLM/etc. Precise embeddings usage, tuning, analytics etc. Built-in image/audio generat
Your AI assistant that never forgets and runs 100% privately on your computer. Leave it on 24/7 - it learns your preferences, helps with code, manages your health goals, searches the web, and connects
Multi-agent code review mesh — orchestrates AI agents from multiple providers to review code in parallel, cross-review each other's findings, and build accuracy profiles over time. Agents that catch r
Agentic framework | Self-improving memory | Pluggable tool extensions | Sandbox execution
Build and run autonomous AI agents with OpenClaw, Hermes, multiple model providers, orchestration, delegation, memory, skills, schedules, and chat connectors.
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
Memori is agent-native memory infrastructure. A SQL-native, LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems.
A unified workspace for local AI coding agents (Claude Code, Codex, Gemini CLI, etc.) — desktop app, standalone server, or Docker. Conversation aggregation, git worktree workflows, MCP/Skills manageme
Most advanced AI coworker
Rediscover your social memories with local, AI-powered analysis. 本地化的聊天记录分析工具，通过 AI Agent 回顾你的社交记忆。
LeanKG: Stop Burning Tokens. Start Coding Lean.
Universal memory layer for AI Agents
Auto-introspect your Rails app and expose it to AI assistants. 38 tools, zero config, works with Claude, Cursor, Copilot, and any MCP client.
Fast, cross-platform, real-time token usage tracker and cost monitor for Gemini CLI / Claude Code / Codex CLI / Qwen Code / Cline / Roo Code / Kilo Code / GitHub Copilot / OpenCode / Pi Agent / Piebal
The ultimate LLM/AI application development framework in Go.
Markdown and OFM SDK w/ MCP server that transforms your Obsidian vault into an intelligent knowledge system
The only fully local production-grade Super SDK that provides a simple, unified, and powerful interface for calling more than 200+ LLMs.
SRE Agent - CNCF Sandbox Project
Build, deploy, and orchestrate AI agents. Sim is the central intelligence layer for your AI workforce.
ByteRover CLI (brv) - The portable memory layer for autonomous coding agents (formerly Cipher)
OKX trading MCP server — connect AI agents to spot, swap, futures, options & grid bots via the Model Context Protocol.
Persistent agents for Claude Code as a plugin, not a harness. Memory, personality, messaging across WhatsApp, Telegram, and Discord, plus a service mode for 24/7 runs. Imports from OpenClaw.
SDL-MCP (Symbol Delta Ledger MCP Server) is a cards-first context system for coding agents that saves tokens and improves context.
Open-source AI desktop app with built-in knowledge base, MCP support, and multi-provider models like OpenAI, Gemini, Grok, and Ollama.
Developer-friendly OSS embedded retrieval library for multimodal AI. Search More; Manage Less.
SeekStorm: vector & lexical search - in-process library & multi-tenancy server, in Rust.
EdegQuake 🌋 High-performance GraphRAG inspired from LightRag written in Rust; Transform documents into intelligent knowledge graphs for superior retrieval and generation
It's YOUR data. Take it back. Get your Garmin Connect data into a local SQLite database and AI ready (MCP server)
Agent! connects any AI to your Mac. 13 LLM providers — cloud, local, or on-device. It writes code, builds Xcode projects, manages git, organizes files, automates Safari, controls any app, and handl
Agentic memory for CTI in Python — STIX knowledge graphs, threat-actor alias resolution, offline-first RAG, MCP server for Claude Code and LangChain agents
Invoke py.test as distutils command with dependency resolution
RAG pipeline security testing toolkit - 27 techniques across 6 kill chain phases, mapped to MITRE ATLAS
OpenClaw-inspired autonomous AI agent built entirely in n8n. Adaptive RAG-powered memory, Skills via MCP templates, Expert Agents with delegated sub-agents, proactive task management, media understand
Memory that lasts and compounds. MentisDB gives agents durable memory so they do not just remember, they improve over time. It stores append-only thought chains plus a Git-like skills registry, lett
Security intelligence API and MCP server for AI agents. 25 tools, 35+ endpoints: CVE/EPSS/KEV, domain recon, SSL, IP reputation, threat intel, email security, code scanning. Free, no signup.
A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interfaces.
Autonomous knowledge base plugin for Claude Code - captures reserch, ideas, and decisions into an interlinked wiki with reserch-on-miss, semantic search, and a Wikipedia-style web UI. Knowledge compou
SmarterRouter: An intelligent LLM gateway and VRAM-aware router for Ollama, llama.cpp, and OpenAI. Features semantic caching, model profiling, and automatic failover for local AI labs.
基于 AI Agent 工作流的修仙世界模拟器，旨在还原智能、开放的仙侠世界。| An open-source Cultivation World Simulator using Agentic Workflow to create a dynamic, emerging Xianxia world.
Generate a map of your codebaseto help AI Agents understand your architecture, coding conventions and patterns. Discoverable with Semantic Search
Nornicdb is a low-latency, Graph + Vector, Temporal MVCC with all sub-ms HNSW search, graph traversal, and writes. Uses Neo4j Bolt/Cypher and qdrant's gRPC drivers so you can switch with no changes. T
Plano is an AI-native proxy and data plane for agentic apps — with built-in orchestration, safety, observability, and smart LLM routing so you stay focused on your agents core logic.
Data Infrastructure providing a declarative, incremental approach for multimodal AI workloads.
A comprehensive evaluation framework for AI agents and LLM applications.
An open-source AI agent that brings the power of Gemini directly into your terminal.
A unified AI model hub for aggregation & distribution. It supports cross-converting various LLMs into OpenAI-compatible, Claude-compatible, or Gemini-compatible formats. A centralized gateway for pers
MCP server to manage Facebook and Instagram Ads (Meta Ads)
Deploy any AI model, agent, database, RAG, and pipeline locally or remotely in minutes
Brain-inspired knowledge graph: spreading activation, Hebbian learning, memory consolidation.
Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a c
CrateDB is a distributed and scalable SQL database for storing and analyzing massive amounts of data in near real-time, even with complex queries. It is PostgreSQL-compatible, and based on Lucene.
Enterprise-grade (40m+ lines) codebase intelligence in a zero-setup, private and local Claude Plugin or MCP: managed indexing, hybrid semantic search, polyglot code dependency graphs, and DB/API/infra
Endee.io – A high-performance vector database, designed to handle up to 1B vectors on a single node, delivering significant performance gains through optimized indexing and execution. Also available i
A lightweight, lightning-fast, in-process vector database
A simple Zotero plugin that brings your own LLM into the side panel.
44 plug-and-play skills for OpenClaw — self-modifying AI agent with cron scheduling, security guardrails, persistent memory, knowledge graphs, and MCP health monitoring. Your agent teaches itself new
OpenClaw Supermemory lets to have long-term memory and recall for your openclaw agent.
Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search
A community-driven collection of RAG (Retrieval-Augmented Generation) frameworks, projects, and resources. Contribute and explore the evolving RAG ecosystem.
Data infrastructure for AI
It is a simple, fast, and hard-durable embedded database designed specifically for AI agent memory. It provides a single-file-like experience (no server required) but with native support for vectors,
Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP Support
BioMCP: Biomedical Model Context Protocol
A simple and well-tailored LLM application framework that enables you to seamlessly integrate LLM capabilities in the most "Code-Centric" manner. LLM As Function, Prompt As Code. 一个简单的恰到
The official Rust SDK for the Model Context Protocol
Markdown for the AI era
MCP server for Copilot Money App - AI powered personal finance queries using local data
The Best AI Agent Framework for Agent Collaboration.
Framework to build resilient language agents as graphs.
A Model Context Protocol (MCP) server that provides authenticated access to Google Workspace APIs, offering integrated Authentication, Gmail, Calendar, and Drive functionality
The official Python library for the OpenAI API
mcpc is a CLI client for MCP. It supports persistent sessions, stdio/HTTP, OAuth 2.1, JSON output for code mode, proxy for AI sandboxes, and much more.
mcpc is a universal CLI client for MCP. It supports persistent sessions, stdio/HTTP, OAuth 2.1, tasks, JSON output for code mode, proxy for AI sandboxes, x402, and more.
MCP server for Fabric Real-Time Intelligence (https://aka.ms/fabricrti) supporting tools for Eventhouse (https://aka.ms/eventhouse), Azure Data Explorer (https://aka.ms/adx, and other RTI services (co
Pragmatic AI Labs MCP Agent Toolkit - An MCP Server designed to make code with agents more deterministic
AI observability platform for production LLM and agent systems.
Nuwax Agent OS - The world's first universal agent operating system, building your private vertical general-purpose agent. 通用智能体操作系统，打造你私有的垂类通用智能体。新一代AI应用设计、开发、实践平台，无需代码，轻松创建，适合各类人群，支持多种端发布及API，提供完善的
LLM-powered framework for deep document understanding, semantic retrieval, and context-aware answers using RAG paradigm.
Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server & CLI Tool
High-performance capability authorization engine for AI agents. Cryptographically attenuated warrants, task-scoped authority, verifiable offline. Rust core.
⌥ AI Coding agent for the terminal — hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, and more
The world's first Autonomous Product Engine (APE): AI agents research your market, generate features, and ship code as PRs. Convoy mode, crash recovery, cost tracking, 80+ API endpoints. Self-hosted v
An MCP server for interacting with Sentry via LLMs.
Zig code intelligence server and MCP toolset for AI agents. Fast tree, outline, symbol, search, read, edit, deps, snapshot, and remote GitHub repo queries.
The conversational control layer for customer-facing AI agents - Parlant is a context-engineering framework optimized for controlling customer interactions.
🐫 CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org
Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible with java8 ~ java25. It can also be embedded in SpringBoot, jFinal, Vert.x, Quarkus, a
A command-line interface for MCP servers. curl for MCP.
TiDB is built for agentic workloads that grow unpredictably, with ACID guarantees and native support for transactions, analytics, and vector search. No data silos. No noisy neighbors. No infrastructur
Context window optimization for AI coding agents. Sandboxes tool output, 98% reduction. 12 platforms
OpenTelemetry Instrumentation for AI Observability
Generate OpenAPI 3.1 specs from Go source code via static analysis — zero annotations, automatic framework detection
Semantic code searcher and codebase utility
Turn your Solana Seeker (or any Android phone) into a 24/7 personal AI agent
A Model Context Protocol (MCP) server for automating openMSX emulator instances. This server provides comprehensive tools for MSX software development, testing, and automation through standardized MCP
Accelerating Long Context LLM Inference with Accuracy-Preserving Context Optimization in SGLang, vLLM, llama.cpp, OpenClaw, RAG, and Agentic AI.
Pi coding agent extension that allows Pi to autonomously control interactive CLIs in an observable overlay. Full PTY emulation, no tmux, token efficient. User can take over anytime.
🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade archit
简洁的测试平台日志，波形(FSDB/VCD)，根因分析MCP Server. A Simple and Universal MCP Server to Debug Testbench Simulation Failures Via Log Parsing And Waveform Analysis (FSDB/VCD)
One-stop handbook for building, deploying, and understanding LLM agents with 60+ skeletons, tutorials, ecosystem guides, and evaluation tools.
The Mind Palace for AI Agents — Autonomous Cognitive OS with affect-tagged memory (valence engine), token-economic RL (surprisal gate + UBI), Hebbian learning, ACT-R spreading activation, Synapse Engi
A powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases.
The official TypeScript/Node client for the Pinecone vector database
NextPlaid, ColGREP: Multi-vector search, from database to coding agents.
An open-source AI assistant framework with skills and agent architecture
Secure AI conversations with documents, video, audio, and more. Personal workspaces for focused context, group spaces for shared insight. Classify docs, reuse prompts, and extend with modular features
vMLX - Home of JANG_Q - Cont Batch, Prefix, Paged, KV Cache Quant, VL - Powers MLX Studio. Image gen/edit, OpenAI/Anth
Cognitive memory for AI agents — learns from use, forgets what's irrelevant, strengthens what matters. Single binary, fully offline.
Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore, and analyze datasets from the French national Open Data platform, directly through conversation.
AINL helps turn AI from "a smart conversation" into "a structured worker." It is designed for teams building AI workflows that need multiple steps, state and memory, tool use, repeatable execution, v
Enterprise-ready MCP Gateway & Registry that centralizes AI development tools with secure OAuth authentication, dynamic tool discovery, and unified access for both autonomous AI agents and AI coding a
Your 24/7 personal assistant powered by Claude Code and OpenAI Codex. Multi-channel messaging, long-term memory, skills, task scheduling, session management, and more — all running locally.
CLI, MCP server, and npm library that turns any website into an API — no docs, no SDK, no browser.
Notion CLI with AI agent support. Smart queries, Obsidian sync, batch ops, backups, validation and more.
The Official Model Context Protocol (MCP) server for Kagi search & other tools.
AI-powered development framework with task management, 41 agents, 83 skills, and MCP tools for Cursor, Claude Code, Gemini, Codex & OpenCode. File-based memory that survives across sessions.
🧠 Curated collection of 214+ best OpenClaw personas — weekly updated by Deskclaw.net from GitHub & community. AI, productivity, dev, marketing, finance & more.
The Go client for Chroma vector database
The AI agent that lives in your framework/browser
The implementation for SIGIR 2026: Learning to Retrieve from Agent Trajectories.
Nextcloud MCP Server
SQLite-Vector is a cross-platform, ultra-efficient SQLite extension that brings vector search capabilities to your embedded database.
Kotlin Multiplatform library that generates JSON Schemas from your methods and classes both at compile-time via Kotlin Symbol Processing(KSP) and at runtime via reflection or kotlinx.serialization.
OramaCore is the complete runtime you need for your projects, answer engines, copilots, and search. It includes a fully-fledged full-text search engine, vector database, LLM interface, and many more u
trpc-agent-go is a powerful Go framework for building intelligent agent systems using large language models (LLMs) and tools.
Lightweight persistent memory system for Claude Code — FTS5 search, episode batching, error-triggered recall
Open-source relational AI framework with identity persistence, memory, and MCP integration. Build relationship-aware AI agents that remember, grow, and maintain continuity. Built on Claude Agent SDK.
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
MCP Server for SearXNG
Swift-based vector database for on-device RAG using MLTensor and MLX Embedders
An AI agent for teams, communities, and multi-user environments.
AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation
A comprehensive Model Context Protocol (MCP) server that enables AI assistants to control Unreal Engine through the native C++ Automation Bridge plugin. Built with TypeScript and C++.
C# .NET NOSQL ( key value, object store embedded TextSearch SemanticSearch Vector layer ) ACID multi-paradigm database management system.
OpenCode plugin that gives coding agents persistent memory using local vector database
The all-in-one AI productivity accelerator. On device and privacy first with no annoying setup or configuration.
OSCAL tools for AI agents
The official Python SDK for Model Context Protocol servers and clients
OpenAI-compatible HTTP LLM proxy / gateway for multi-provider inference (Google, Anthropic, OpenAI, PyTorch). Lightweight, extensible Python/FastAPI—use as library or standalone service.
PowerMem: Your AI-Powered Long-Term Memory — Accurate, Agile, Affordable. Also friendly support for the OpenClaw Memory Plugin.
Autonomous agent framework with structured memory, safety hooks, and loop management. Built by the agent that runs on it.
Model Context Protocol (MCP) server for Kubernetes and OpenShift
NEXO Brain — Shared brain for AI agents. Persistent memory, semantic RAG, natural forgetting, metacognitive guard, trust scoring, 150+ MCP tools. Works with Claude Code, Codex, Claude Desktop & any MC
AI-native HTAP database with Git-for-Data and built-in vector search, serving as the data and memory backbone for intelligent agents and applications.
HelixDB is an open-source graph-vector database built from scratch in Rust.
Uni is a modern, embedded database that combines property graph (OpenCypher), vector search, and columnar storage (Lance) into a single, cohesive engine. It is designed for applications requiring loca
Local MCP server for DuckDB and MotherDuck
[GenAI Application Development Framework] 🚀 Build GenAI application quick and easy 💬 Easy to interact with GenAI agent in code using structure data and chained-calls syntax 🧩 Use Event-Driven Flow
Security scanner for MCP server configurations. Detects secrets, CVEs, permission issues, and exfiltration vectors across 10 AI tool clients.
Zero-reflection .NET source generators: [Log] structured logging, [Trace] OpenTelemetry spans, [Aop] aspects (Retry/Cache/Metrics), Dto/CrudApi, TypeGen (TypeScript + OpenAPI from C# DTOs). Compile-ti
The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text.
Autonomous goal-directed iteration for Gemini CLI. Inspired by Karpathy's autoresearch. Modify → Verify → Keep/Discard → Repeat forever.
Your second brain, starting today. CLI + MCP server that helps you build, maintain, and search a knowledge vault that gets better every day. Works with any AI provider. Local-first, zero-prereq instal
Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: https://discord.gg/tyvKNccgqN
Single-file memory layer for AI agents, sub mili-second RAG on Apple Silicon. Metal Optimized On-Device. No Server. No API. One File. Pure Swift
Alchemy's official MCP Server. Allow AI agents to interact with Alchemy's blockchain APIs.
Harness LLMs with Multi-Agent Programming
AutoMem is a graph-vector memory service that gives AI assistants durable, relational memory:
RAGLight is a modular framework for Retrieval-Augmented Generation (RAG). It makes it easy to plug in different LLMs, embeddings, and vector stores, and now includes seamless MCP integration to connec
Custom plugins for hermes-agent — goal management, inter-agent bridge, model selection, cost control
"RAG-Anything: All-in-One RAG Framework"
Obsidian vault intelligence
My personal Claude Code and OpenAI Codex setup with battle-tested skills, commands, hooks, agents and MCP servers that I use daily.
A comprehensive MCP server for Metabase with 70+ tools.
Git primitives for autonomous coding agents
High-Performance Engine for Multi-Vector Search
Open-source multi-agent AI assistant powered by LangGraph, FastAPI & Next.js — 16+ agents, Human-in-the-Loop, MCP integration, voice TTS, RAG, 500+ metrics, 6 languages.
MCP server that saves 97% of AI coding tokens — your AI reads code structurally, not file-by-file. Faster, cheaper, smarter.
TraceRoot - open-source observability and self-healing layer for AI agents. YC S25
ArcadeDB Multi-Model Database, one DBMS that supports SQL, Cypher, Gremlin, HTTP/JSON, MongoDB and Redis. ArcadeDB is a conceptual fork of OrientDB, the first Multi-Model DBMS. ArcadeDB supports Vecto
💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows
Autonomous Agents (LLMs) research papers. Updated Daily.
Codingbuddy orchestrates 29 specialized AI agents to deliver code quality comparable to a team of human experts through a PLAN → ACT → EVAL workflow.
AI-powered spec generation and review using multi-repo code graph intelligence for backend teams that ship to production.
A local Apple Documentation crawler and MCP server. Written in Swift.
RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry
Persistent Claude Code agents with scheduling, sessions, memory, and Telegram.
An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.
Graph RAG with pure vector search, achieving SOTA performance in multi-hop reasoning scenarios.
🔥 Comprehensive survey on Context Engineering: from prompt engineering to production-grade AI systems. hundreds of papers, frameworks, and implementation guides for LLMs and AI agents.
A modular RAG (Retrieval-Augmented Generation) system with MCP Server architecture. Using Skill to make AI follow each step of the spec and complete the code 100% by AI.
Open security scanner for AI supply chain: agents, MCP, containers, cloud, GPU, and runtime with blast-radius analysis.
Scalable graph analytics database powered by a multithreaded, vectorized temporal engine, written in Rust
Test equality of unordered collections in pytest
Anti-detection browser server for AI agents — REST API wrapping Camoufox engine with OpenClaw plugin support
OpenClaw reimagined in pure Python — autonomous AI agent with memory, RAG, skills, web dashboard, voice input, daemon, and multi-channel support.
🗂️🤖 Airtable Model Context Protocol Server, for allowing AI systems to interact with your Airtable bases
High-Performance Encrypted Database for .NET 10 | Embedded + gRPC Server | Vector Search • GraphRAG • Analytics
A thin cython wrapper around llama.cpp, whisper.cpp and stable-diffusion.cpp
Cognitive architecture for AI-augmented software development. Specialized agents, structured workflows, and multi-platform deployment. Claude Code · Codex · Copilot · Cursor · Factory · Warp · Windsur
A simple, fast and versatile Datalog database
Structured Outputs
RAGElo is a set of tools that helps you selecting the best RAG-based LLM agents by using an Elo ranker
AI Agent Backend Platform on FastAPI — MCP server + AI orchestration + async DDD architecture. Zero-boilerplate CRUD, auto domain discovery, 14 Claude Code AI development skills.
Graph-based workflow enforcement and persistent memory for AI coding agents. Define structured workflows in YAML. Enforce them at tool boundaries via MCP. Build a persistent knowledge graph that grow
JRVS AI Agent with JARCORE autonomous coding engine - RAG knowledge base, web scraping, calendar, code generation. Powered by whatever local AI you choose.
The official TanStack CLI - Project Scaffolding, MCP Server, Agent Skills Installation, etc
The AI-Native Search Database. Unifies vector, text, structured and semi-structured data in a single engine, enabling hybrid search and in-database AI workflows.
Buddhist Digital Text Platform — 9,200+ texts, 500+ sources, 8 UI languages, AI Q&A (RAG), knowledge graph, full-text search
LightAgent: Lightweight AI agent framework with memory, tools & tree-of-thought. Supports multi-agent collaboration, self-learning, and major LLMs (OpenAI/DeepSeek/Qwen). Open-source with MCP/SSE prot
Published in CNCF Landscape: A MCP server for Kubernetes.
🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architect
Describe it or draw it. Kiln makes it real. — 461 MCP tools for AI-agent-controlled 3D printing. OctoPrint, Moonraker, Bambu Lab, Prusa Link, and Elegoo.
Open Framework for AI Agents to play Red Alert through Reinforcement Learning
Multi-agent memory consistency platform. We're hiring contributors—check HIRING.md
One API for 20+ LLM providers, your databases, and your files — self-hosted, open-source AI gateway with RAG, voice, and guardrails.
AgenticX is a unified, production-ready multi-agent platform — Python SDK + CLI (agx) + Studio server + Machi desktop app. Features Meta-Agent orchestration, 15+ LLM providers, MCP Hub, hierarchical m
Self-evolving deep research system for Claude Code. Zero API keys.
Embedded database for agentic memory — relational, graph, and vector under unified MVCC transactions
auto-wing is a tool that uses LLM to assist automated testing
Benchmark for vector databases.
This GitHub repository contains the complete code for building Business-Ready Generative AI Systems (GenAISys) from scratch. It guides you through architecting and implementing advanced AI controllers
Agent Interface Discovery
This package provides a DateTime data type, as known from Zope. Unless you need to communicate with Zope APIs, you're probably better off using Python's built-in datetime module.
Unified framework for building enterprise RAG pipelines with small, specialized models
An API server that implements the official MCP Registry API, providing standardised access to MCP servers from multiple backends, including file-based and other API-compliant registries.
Humans and AI agents, building knowledge bases together. Self-hosted document annotation, version control, semantic search, and MCP.
:sparkles: :dna: Turing ES - Enterprise Search, Semantic Navigation, Chatbot using Search Engine and Generative AI.
A-RAG: Agentic Retrieval-Augmented Generation via Hierarchical Retrieval Interfaces. State-of-the-art RAG framework with keyword, semantic, and chunk read tools for multi-hop QA.
Desktop AI Assistant powered by GPT-5, GPT-4, o1, o3, Gemini, Claude, Ollama, DeepSeek, Perplexity, Grok, Bielik, chat, vision, voice, RAG, image and video generation, agents, tools, MCP, plugins, spe
A lightweight, embeddable vector database library for Go AI projects.
Turn your AI agent into a money-making machine. 50+ HYRVE API endpoints, job polling daemon, auto-accept mode. v1.6.2
MCP tool management and workflow proxy
The video search layer for AI agents. Search video by meaning — across speech, visuals, and on-screen text.
MCP server for Google NotebookLM — 32 tools for notebooks, sources, research, and studio content generation
Connect AI models like Claude & GPT with robots using MCP and ROS.
A Model Context Protocol (MCP) server for Autodesk ShotGrid/Flow Production Tracking (FPT) with comprehensive CRUD operations and data management capabilities.
Official repository of the Seismic library.
BigQuery MCP server for Claude — query any BigQuery dataset in natural language, with built-in SEO analysis tools for GSC bulk export data
A high-performance, in-memory vector database written in Rust, designed for semantic search and top-k nearest neighbor queries in AI-driven applications, with binary file persistence for durability.
A query and indexing engine for Redis, providing secondary indexing, full-text search, vector similarity search and aggregations.
Production-ready RAG Framework (Python/FastAPI). 1-line config swaps: 6 Vector DBs (Weaviate, Pinecone, Qdrant, ChromaDB, pgvector, MongoDB), 5 LLMs (Gemini, OpenAI, Claude, Ollama, OpenRouter). OpenA
RAPTOR (Robust AI-Powered Toolkit for Operational Robots) is an AI-native Content Insight Engine that transforms passive media storage into an intelligent knowledge platform through automated analysis
Lightweight, embedded graph-based memory system for AI applications. Fast (<3ms recall), offline-first, with MCP server support for Claude and other AI tools.
MCP server giving AI a knowledge graph over Obsidian vaults. 13-layer scoring that learns. Local-first, zero cloud.
Self-evolving cognitive memory and context engine for AI agents in Java. Empowering 24/7 proactive agents like OpenClaw with understanding and SOTA performance.
Agent-native TypeScript framework for building MCP servers. Build tools, not infrastructure.
MCP server for the ClinicalTrials.gov v2 API. Search trials, retrieve study details and results, and match patients to eligible trials.
The Self-Growing Karpathy LLM Wiki — grown by an AI agent yoyo from Karpathy's founding prompt
Run AI agents isolated in a macOS user account and sandbox-exec. Configured to run Claude Code, OpenAI Codex, Cursor Agent, Google Gemini.
Curated list of chatgpt prompts from the top-rated GPTs in the GPTs Store. Prompt Engineering, prompt attack & prompt protect. Advanced Prompt Engineering papers.
Memory library for building stateful agents
mkdir beats vector DB. B-tree NeuronFS: 0-byte folders govern AI — ₩0 infrastructure, ~200x token efficiency. OS-native constraint engine for LLM agents.
Claude Code Guide - Setup, Commands, workflows, agents, skills & tips-n-tricks go from beginner to power user!
Thoughtbox is an intention ledger for agents. Evaluate AI's decisions against its decision-making.
Local-first AI agent memory — one command, works offline, no account needed. Give your Claude Code, Cursor, Windsurf, OpenClaw agent persistent memory. Markdown storage, hybrid search (FTS5 + embeddin
MCP server for searching electronic components for PCB assembly
Curated list of the best truly open-source AI projects, models, tools, and infrastructure.
[NeurIPS 2024 D&B] GTA: A Benchmark for General Tool Agents & [arXiv 2026] GTA-2
Minimalist web-searching platform with an AI assistant that runs directly from your browser. Uses WebLLM, Wllama and SearXNG. Demo: https://felladrin-minisearch.hf.space
Assorted useful tools, almost entirely generated using LLMs
3-tier agentic ChatOps (n8n + GPT-4o + Claude Code) implementing all 21 patterns from "Agentic Design Patterns" — solo operator managing 137 devices
✨ A curated list of awesome community resources, integrations, and examples of Redis in the AI ecosystem.
The highest-scoring AI memory system ever benchmarked that isn't reliant on LLM reranking. And it's free & burns less tokens.
🔴 VERY LARGE AI TOOL LIST! 🔴 Curated list of AI Tools - Updated 2026
Dragon Brain — persistent long-term memory for AI agents via MCP (Model Context Protocol). Knowledge graph (FalkorDB) + vector search (Qdrant) + CUDA GPU embeddings. Works with Claude, Gemini CLI, Cur
Memory that remembers the story not just the facts. Three layer sentence graph for AI agents -> Facts, Episodes, raw Sentences. One DB. Zero config.
Exa MCP for web search and web crawling!
GRACE (Graph-RAG Anchored Code Engineering): open Agent Skills for contract-driven AI code generation with semantic markup, knowledge graphs, and support for Claude Code, Codex CLI, and Kilo Code.
🔥 An autonomous AI agent that runs your deep learning experiments 24/7 while you sleep. Zero-cost monitoring, Leader-Worker architecture, constant-size memory.
The Next-Gen Agent-Native Skill Recommendation Engine
YAO = Yielding AI Outcomes. A lightweight but rigorous system for creating, evaluating, packaging, and governing reusable agent skills.
META‑AGENTIC α‑AGI 👁️✨ — Mission 🎯 End‑to‑end: Identify 🔍 → Out‑Learn 📚 → Out‑Think 🧠 → Out‑Design 🎨 → Out‑Strategise ♟️ → Out‑Execute ⚡
Conversational & memory-enabled AI research partner for multi-omics analysis. From biological idea to full research paper.
Comprehensive resources on Generative AI, including a detailed roadmap, projects, use cases, interview preparation, and coding preparation.
MCP server for token-efficient large document analysis via the use of REPL state
Automated security investigation tool using Microsoft MCP Servers, GitHub Copilot, Python Modules and custom copilot-instructions.
This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for
Framework for AI agents to build and maintain an Obsidian wiki using Karpathy's LLM Wiki pattern
MaverickMCP - Personal Stock Analysis MCP Server
Make your OpenClaw agents better, cheaper, and faster.
Open-Source Intelligent Command Layer
High-performance zero-dependency L4/L7 load balancer written in Go. Single binary with Web UI, clustering, MCP/AI integration. 8.5K RPS, 39 E2E tests.
Open-source multi-tenant AI agent platform — 14 specialized agents, 195+ tools, 37+ AI models. Self-hosted. Fork and deploy your own AI operations team.
Claw-Eval is an evaluation harness for evaluating LLM as agents. All tasks verified by humans.
RAG (Retrieval-augmented generation) ChatBot that provides answers based on contextual information extracted from a collection of Markdown files.
Advanced AI Real Estate Assistant using RAG, LLMs, and Python. Features market analysis, property valuation, and intelligent search.
A curated list of awesome works related to high dimensional structure/vector search & database
No description
MCP server for OpenAI's Deep Research APIs, Gemini Deep Research Agent, and Hugging Face's Open Deep Research
Hermes Agent rewritten in Rust: production-grade multi-platform AI agent runtime with gateway adapters, tool orchestration, MCP, memory plugins, and cost-safe autonomous loops.
Fully Local Manus AI. No APIs, No $200 monthly bills. Enjoy an autonomous agent that thinks, browses the web, and code for the sole cost of electricity. 🔔 Official updates only via twitter @Martin993
The AI Operating System for Delphi. 100% native framework with RAG 2.0 for knowledge retrieval, autonomous agents with semantic memory, visual workflow orchestration, and universal LLM connector. Supp
Self-hosted AI Agent Memory + Code Intelligence Platform — one MCP endpoint for persistent memory, AST-aware code search, shared knowledge, and quality enforcement across all your AI coding agents.
🦀 Agentic RAG for drug intelligence · 57 skills · 15 task categories · DTI · ADR · DDI · PGx · Repurposing · Powered by LangGraph
Official Repo of Moss
Markdown-first work-memory protocol for existing agents, with maintained knowledge, candidate notes, evals, and an example KB.
Agentic AI assistant on Telegram, powered by Claude Code. Runs locally with shell access, spec-driven PR reviews, layered security, persistent memory, and scheduled jobs. Your machine, your data, your
Zettelkasten-based persistent memory for AI coding agents. Works with Claude Code, Cursor, VS Code Copilot, Codex, Windsurf & any MCP client. No vector DB — just markdown + git sync.
A comprehensive Model Context Protocol (MCP) server that provides access to over 100 IT tools and utilities commonly used by developers, system administrators, and IT professionals. Inspired by https:
Persistent project memory for AI coding agents. Structured scaffold + drift detection CLI.
Fast, streaming indexing, query, and agentic LLM applications in Rust
SQL-first lifecycle toolkit for testing, inspecting, and evolving database applications.
An MCP server for interacting with a Trilium instance
Keryx: The Fullstack TypeScript Framework for MCP and APIs
Stop juggling, start finishing. GSD Task Manager makes it easy to sort your to-dos into what’s urgent and what’s important, so you can finally get stuff done without burning out. It’s simple, visual,
Next-Gen AI-Aware Git
Universal memory layer for AI applications. Self-host in minutes. Open source.
Description: Self-hosted graph-based associative memory for personal AI agents. Spreading activation, emotional weighting, zero LLM cost.
Open-source DNS & email security scanner. One MCP endpoint, 57 checks, zero install. Cloudflare Workers.
Agentica: Lightweight async-first Python framework for AI agents. 轻量级异步优先的AI Agent框架，支持工具调用、RAG、多智能体和MCP。
Agentic coding harness with persistent memory and a REPL body. Built on Ori Mnemos. Open source must win.
Give your AI agent accurate economic data. 330K indicators from FRED, World Bank, IMF, Eurostat & more. MCP server + web UI.
A lock-free, in-memory fuzzy search engine for Kotlin Multiplatform. L2-normalized sparse vector embeddings with O(1) cosine similarity — handles typos, transpositions, and blind continuation. Zero-al
Repo-local, per-git-branch, queryable knowledge base for LLM Agents.
Tool for generating TypeScript client code for given Swagger API endpoints
Lightweight semantic code search engine — 2-stage vector + FTS + RRF fusion + MCP server for Claude Code
Rust framework for building Model Context Protocol servers with cancel-correct async, zero-copy serialization, and first-class tool/resource/prompt abstractions
Production-ready AI agent framework — semantic memory, multi-agent mesh, MCP server, intelligent routing, governance, and 67+ platform integrations.
Local-first Agentic Memory Layer for MCP Agents • 25 tools • Hybrid search (FTS5 + vector + MMR) • GDPR • 100% local
Tool for detecting secrets in the codebase
A curated list of the best MCP Servers, featuring top solutions, libraries, tools, and more. - https://mcpserver.works
Personal knowledge graph MCP server on Cloudflare D1 + Vectorize. Deploy your own sovereign second brain in one click — Claude captures atomic concepts, finds cross-domain analogies, and links them wi
AI skills that turns coding agents into UiPath experts.
A comprehensive stdio MCP server for DataForSEO API
Charles Proxy MCP server for AI agents with live capture, structured traffic analysis, and agent-friendly tool contracts
Awesome list of AI-Driven Development.
An opinionated list of awesome Pydantic-AI frameworks, libraries, software and resources.
Generic markdown collection MCP server with FTS5 + semantic search, frontmatter-aware indexing, and incremental reindexing
Build your AI team with Crewform. Orchestrate specialized, autonomous agents to collaborate on complex tasks and connect outputs to your stack. — AI Orchestration for Everyone
Unofficial MCP server for Mistral AI developer docs and API reference. One public URL, no auth, works in every MCP client.
Node.js/TypeScript MCP server for Atlassian Jira. Equips AI systems (LLMs) with tools to list/get projects, search/get issues (using JQL/ID), and view dev info (commits, PRs). Connects AI capabilities
Synthadoc: An open-source LLM knowledge compilation engine that turns raw documents into structured, local-first wikis. A transparent, human-readable alternative to traditional RAG, which can be self-
MCP Server for Simplenote integration with Claude Desktop
Your AI forgets everything between sessions. SAME fixes that. Local-first, no API keys, single binary.
A universal CLI for Weaviate, Milvus, Chroma, Qdrant, and other vector DBs to help view, list, create, delete, and search collections and documents in collections for development, test, and debugging
This project implements a comprehensive framework for Knowledge Graph Retrieval Augmented Generation (KG-RAG). It focuses on financial data from SEC 10-Q filings and explores how knowledge graphs can
AI SKILL.md files
Zero-dependency Web Application Firewall in Go. Single binary. Three deployment modes. Tokenizer-based detection.
A multi-agent AI architecture that connects 25+ specialized agents through n8n and MCP servers. Project NOVA routes requests to domain-specific experts, enabling control of applications from knowledge
A Multi-Agentic AI Assistant/Builder
kbot — the AI agent that dreams, learns, and evolves. 764+ tools, 35 agents, 20 providers. Music production, iPhone control, financial analysis, cyber threat intel. Always-on daemon. Runs offline. npm
Artifical Ecology For Thought and Emergent Reasoning. The Colony That Builds With You.
A Dart CLI tool that generates clean-architecture feature modules for Flutter projects from a JSON schema.
Library for serializing and deserializing Python Objects to and from JSON and XML.
MoralStack is a governance and safety layer for LLM applications. It analyzes user requests before generation, evaluates risk and intent, and decides whether the AI should answer normally, answer safe
[Community Supported] Perforce P4 MCP Server is a Model Context Protocol (MCP) server that integrates with the Perforce P4 version control system.
Pure Dart OpenAPI 3.0/3.1 code generator. Creates type-safe API client packages for Dart and Flutter with sealed classes, pattern matching, and full encoding support.
One memory layer for every AI agent. Local-first, markdown source of truth, and CLI/HTTP/MCP native. Your agent forgot who you are. Again. Dory fixes that.
CoexistAI is a modular, developer-friendly research assistant framework . It enables you to build, search, summarize, and automate research workflows using LLMs, web search, Reddit, YouTube, and mappi
Search your files by talking to them - 100% offline
Modular, level-based project template for Claude Code + Obsidian + Figma. Pick your maturity level (L1-L4). Plug in your specs. Ship.
The graph-native hybrid retrieval engine for AI and GraphRAG. Graph + Vector + Full-Text in a single transactional engine.
Claude Code plugin for Ruby, Rails, Grape, PostgreSQL, Redis, and Sidekiq development
AI-first, zero-dependency JavaScript database. Vector search, agent memory, MCP server, and encryption built in. Node.js, Bun, Deno, browsers, and edge runtimes.
A self-improving AI agent that learns from experience. Runs entirely on a local 9B model. Security by absence — dangerous capabilities were never built.
A comprehensive MCP-based todo management system, that serves as a central nervous system for Madness Interactive, a multi-project task coordination workshop.
AI Terminal. Speak to your shell.
Excalibase GraphQL instantly turns your database into a GraphQL API. Built with Spring Boot, it supports schema discovery, subscriptions, and type handling — no manual resolvers needed.
Local AI anywhere, for everyone — LLM inference, chat UI, voice, agents, workflows, RAG, and image generation. No cloud, no subscriptions.
🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.
Official Scrapfly MCP server for Cursor, Claude Desktop, and any MCP-compatible client. Enterprise-grade web scraping, AI extraction, and anti-bot–aware data access as first-class tools.
a jinja2 extension to use humanize library inside jinja2 templates
Agency-grade Discord MCP server — multi-guild project routing, AI-native notifications, and DevOps workflows for Claude Code and other AI agents
Continuous prompt optimization for AI applications. Collect feedback, auto-optimize with DSPy, deliver as reviewable PRs.
Local-first AI agent bootstrap: Playwright Browser MCP + ContextDB for Codex CLI, Claude Code, Gemini CLI, and OpenCode.
Full, scalable BPMN 2.0 engine
Connect any LLM to OpenClaw — production-tested middleware for Qwen3-235B and beyond
Type-safe code generator for GraphQL schemas — produces clients and server interfaces for Dart, Flutter, Java, and Spring Boot. Features built-in caching with TTL/tag-based invalidation, JSO
soulshack, an irc chatbot. openai/ollama/gemini/anthropic apis. basic shell tools and mcp server support.
OpenGrok MCP Server is a native Model Context Protocol server that bridges your organization's OpenGrok search engine with AI assistants — enabling instant, natural language search and deep repository
Themis Database System - High-performance C++ hybrid-database (graph-vector-relational-file) with AQL support and MVCC
Supercharge Claude Code with 11 AI agents, 36 commands & 15 skills — the claude-code plugin framework inspired by oh-my-zsh. 6-layer security hooks included. 5-min install.
MCP Server for Apache Spark History Server. The bridge between Agentic AI and Apache Spark.
AI-powered PRD generation for Claude Code with taskmaster integration
Computer Environments Elicit General Agentic Intelligence in LLMs
Local-first knowledge base with semantic search for AI coding assistants. Fewer tokens, faster context.
Automatically Update LLM-Agent Papers Daily using Github Actions (Update Every 12th hours)
AI engineering framework with quality gates, persistent memory, and multi-platform support. Works inside Claude Code, Cursor, Copilot, Codex, and Gemini.
SDK to build Agents in rust. Build and manage complex, self-correcting agent teams. Launch multi-agent systems via configuration files or using an Agent Factory. It's the robust framework for orchestr
⚡💾 Vectro — Compress LLM embeddings 🧠🚀 Save memory, speed up retrieval, and keep semantic accuracy 🎯✨ Lightning-fast quantization for Python + Mojo, vector DB friendly 🗄️, and perfect for RAG pip
TSUKUYOMI is an advanced modular intelligence framework designed for the democratization of Intelligence Analysis via systematic analysis, processing, and reporting across multiple domains. Built on a
Model-agnostic plug-n-play LangChain/LangGraph agents powered entirely by MCP tools over HTTP/SSE.
UK due diligence MCP server — Companies House, corporate research, compliance checks
A strongly-typed query builder and generic repository library
Agent ReAct framework with cognitive planning engine — five-phase cognitive cycle with nested ReAct loops, dynamic skill acquisition, and interactive user input.
A curated list of vector database solutions, libraries, and resources for AI applications - https://vectordb.works
arXiv MCP Server Client 🐙 enables AI assistants to search, retrieve, analyze, and summarize arXiv papers with features like author/category browsing, trends, and citation insights.
🍀 Self-hosted multi-agent AI orchestrator — chat with Claude, Gemini & Copilot CLI from Telegram, WebEx, or browser. 5 runtimes, 17+ models, task scheduling, skill plugins.
The open framework for extensible & grounded AI agent orchestration.
Open-source AI agent - any LLM, any MCP server, any channel. Self-hosted, autonomous, multi-tenant.
A minimal, lightweight structured data store designed for small applications, scripts and automation workflows. Built for simplicity, portability and low overhead.
Supercharge OpenCode Agents: Add local terminal powers, safe file editing, background tasks, and live web search via Python Local API.
Python SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features like agent, llm and tools tracing, debugging multi-agentic system, self-hosted dashboard and advanced anal
Second Brain is a desktop application that acts as a personal knowledge base, using retrieval-augmented generation (RAG), multimodal AI models, and a hybrid lexical/semantic search algorithm to intera
Python LLM-RAG deep agent using LangChain, LangGraph and LangSmith built on Quart web microframework and served using Hypercorn ASGI and WSGI web server.
KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge base
Autonomous AI Agent SDK for React Native & Expo — AI reads your live UI, acts via natural language, real-time voice agent (Gemini Live), and AI-powered testing via MCP (Model Context Protocol). One co
Broken RAG For The Broken Souls
Agent-ready telemetry SDK — enriches OpenTelemetry across Java, Go, Python, Node.js, and browser with structured context for AI-driven observability.
AI-native browser automation for OpenClaw, LangChain, and AI agents. Automate job applications, price monitoring, trading bots, web scraping. Puppeteer/Selenium alternative with 40+ capabilities.
Deploy a local, multi-user RAG system to query PDF and DOCX documents using a local LLM without cloud or API dependencies.
Let your agent write code and execute code directly in the browser with WASM
Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc.
🪈 Intelligent orchestration system that coordinates multiple AI coding assistants (Claude, Codex, Gemini CLI, Copilot CLI) to collaborate on complex software development tasks via REPL or a Vue/Nuxt
Agent Skill to summon a team of specialist agents into existence
Complete Workspace Template for OpenClaw - Full agent lifecycle with unified memory system (Markdown + SQLite), self-evolution, RAG. Not for SubAgent/Skill use.
CLI tool to search and rank remote job opportunities
Lean Rust AI agent: 6MB binary, 7.9MB RAM. OpenClaw replacement. Telegram + Discord + GitHub auto-PR. Ollama/Anthropic support.
Syllabus-aware RAG study assistant for university students. Answers strictly from your own notes & PDFs, unit-scoped retrieval, cross-encoder reranking, and a hallucination gate — built to help studen
A data-driven, cryptographically signed, registry-backed AI operating system, with capability-scoped execution and graph-executable workflows — living inside your projects, running through a recursive
AI-powered orchestrator that turns Linear issues into working code — autonomous coding agents, real-time dashboard, and seamless GitHub integration
Self-hostable RAG platform - document ingestion, embedding, and vector search behind a simple REST API
🚀 Manage multiple PostgreSQL databases with one MCP server, offering hot reload, access control, and read-only query safety in a single config file
An open-source SSPM tool written in Go
🤖 Transform internal knowledge retrieval with a secure, on-premise RAG-powered chatbot that enhances efficiency through natural language queries.
An AI-powered custom node for ComfyUI designed to enhance workflow automation and provide intelligent assistance
Orchestrate multiple agents to execute Claude Code workflows with cross-model verification for reliable AI code automation.
MCP server for 28 security frameworks (ISO 27001, NIST CSF 2.0, NIST 800-53, SOC 2, IEC 62443)
Add formal type safety (10 levels, dependent/linear/session types) to any query language — SQL, GraphQL, Cypher, SPARQL, VQL
Decrypt WeChat databases on macOS by extracting encryption keys to access and export chat records with support for searching and AI query integration.
A plug-and-play framework for AI-assisted software development, enhancing context-aware collaboration in complex codebases. Perfect for tools like GitHub Copilot. 🐙✨
Modular AI agent framework with 59 pluggable features, 8+ messaging channels, and production-grade security. TypeScript-first. MIT license. Self-hosted, no subscriptions.
A MCP server to use StatCAN data
Auto-generated GraphQL + REST APIs from Revisium schemas
A collection of Summoner clients and agents featuring example implementations and reusable templates
PromptManager is a desktop application for cataloguing, searching, and executing AI prompts, and much more.
🔍 Automate research tasks with the Autonomous Research Agent, utilizing intelligent queries and parallel searches to create concise, comprehensive reports.
开源牛子 Rust-first local coding-agent CLI with a local /v1/threads server, plugins/skills, and Python/TypeScript SDK alphas.
BRUNELLA AGENT SYSTEM (BAS) – A JÖVŐ DIGITÁLIS SZERVEZETE
OpenGuild.ai gives you the architecture to spawn AI agents with distinct personalities, drop them into a shared conversation, and let them run.
Modular multi-agent orchestration framework powered by LangGraph and FastAPI.
Autonomous, multilingual AI voice agent using ElevenLabs, LangGraph, and RAG for government services
AI-powered image generation and chat studio
🔍 Implement hybrid search using Vespa and FastAPI, blending BM25 and dense semantic retrieval for efficient, accurate information retrieval.
Augment any database with VeriSimDB octad capabilities — drift detection, provenance, temporal versioning, modality overlays
A Python-based framework for building multi-agent systems with LLMs. Currently in pre-launch alpha.
A self-evolving AI Agent Team — agents that rewrite their own operating manual.
Provide stable access to Substack data by connecting MCP clients to the official Publisher API for post analytics and subscriber info.
🌐 Connect AI to your database effortlessly using natural language with the Universal DB MCP, enhancing queries across multiple platforms.
Web-Use is a CDP powered Browser Agent
🧠 Explore a FAIR-compliant knowledge graph that analyzes ancient debates on free will, fate, and moral responsibility from the 6th century BCE to CE.
Enable AI agents with fast, local semantic memory to search and recall knowledge from text files without servers or complex setup.
Build semantic vector databases from code and docs to enable AI agents to understand and navigate your entire codebase effectively.
🦾 A production‑ready research outreach AI agent that plans, discovers, reasons, uses tools, auto‑builds cited briefings, and drafts tailored emails with tool‑chaining, memory, tests, and turnkey Dock
Skip to content github / docs Code Issues 80 Pull requests 35 Discussions Actions Projects 2 Security Insights Merge branch 'main' into 1862-Add-Travis-CI-migration-table 1862-Add-Travis-CI-migration
Mistral-common is a library of common utilities for Mistral AI.
llama-index indices llama-cloud integration
Run tests, query issues, and manage AI agent skill templates from the command line.
Complete open-source AI collaboration suite and multi-agent platform featuring LLM orchestration, automation, and virtual assistants. Scales seamlessly from small deployments to large enterprise envir
Roslyn Source Code Generators with Examples
Intelligent Model Context Protocol (MCP) server for AI-assisted API development. Generate mock servers from OpenAPI specs with advanced logging, performance analytics, and server discovery. Optimized
These guides are designed to help teams and individuals leverage AI tools like GitHub Copilot, OpenAI, and Claude to build software projects efficiently and effectively
Technical resources for AI developers to build applications, agents, and systems using Oracle AI Database and OCI services
Demo RAG API (FastAPI, OpenAI, ChromaDB, Docker) automatically generated using the OpenAI Codex CLI tool. Highlights Codex's capability for rapid, complex application development.