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MCP servers and skills: search, filter by where they run, and compare.
MCP servers and skills: search, filter by where they run, and compare.
3,287 open-source icons for AI-era software — agents, MCP, RAG, LLMs — with an MCP server so your coding assistant picks real names. React, Vue, Svelte, Solid, Preact, React Native, Astro, Laravel, Fl
Node.jsMIT★ 11No key
GoodMem Claude Code plugin — Skills + MCP server for memory infrastructure
SkillMIT★ 9No key
Production-grade agentic RAG system built from scratch. LangGraph multi-agent orchestration, MCP, enterprise middleware, and RAGAS evaluation, with real production bugs diagnosed and fixed along the w
SkillMIT★ 4Few starsNo key
A composable multi-agent AI framework for Go that makes it easy to build production-ready AI applications.
GoMPL-2.0★ 9No key
Graph RAG on SQLite for AI agents: vector retrieval + hand-curated wikilink graph + cross-encoder rerank, with a zero-token per-turn memory ledger. Working pilot.
PythonMIT★ 9No key
Local-first RAG engine — ingest, index, search. MCP server for AI agents. All offline.
PythonMIT★ 1Few starsNo key
MCP server for StackMap - the curated map of the open-source AI stack. Every connection typed and human-reviewed, with the why written down.
Node.jsMIT★ 2Few starsNo key
A practical open-source roadmap to build production-grade AI agents, copilots, RAG systems, MCP tools, and agentic applications.
SkillMIT★ 4Few starsNo key
Open-source Glean for SaaS and the physical world. 87 connectors, hybrid search, autonomous agents, MCP server. Self-hosted, AGPL.
SkillAGPL-3.0★ 18No key
MCP servers to compare LLM models using latest data
Hosted by authorMITFew starsNo key
Multimodal RAG for source-backed AI answers MCP Server
Node.jsMIT★ 2Few starsNeeds a key
An open-source context evaluator for AI agents and RAG.
PythonMIT★ 1Few starsNo key
The RAG pipeline that grows with your codebase — index once, stay in sync with every commit.
MCPLink only★ 2Few stars
Build a RAG pipeline station by station and search your own documents with cited answers.
Hosted by authorNo licenseFew starsNo key
Open-source RAG system that turns your ChatGPT export into a searchable knowledge base with Claude MCP integration.
SkillAGPL-3.0★ 9No key
Official Python SDK for the Gateco API — permission-aware retrieval for AI systems
PythonMITFew starsNeeds a key
⚡ The Agent-Native Retrieval Engine — Hybrid Vector + Reasoning + Memory for AI Agents. HNSW indexing, tree-based reasoning retrieval, multi-agent orchestration, MCP server, and built-in RAG.
Node.jsApache-2.0Few starsNo key
Local-first document corpus pipeline for grounded AI agents
PythonMIT★ 1Few starsNo key
A Python-based server implementation of the Model Context Protocol (MCP) designed for Retrieval-Augmented Generation (RAG) workflows. It manages the flow of context, tool invocation and model output i
SkillMIT★ 4Few starsNo key
MCP server for jpi-guard (prompt injection detection) and PII Guard (Japanese PII masking)
Hosted by authorMITFew starsNo key
Research, evidence analysis, and build plan for a production RAG pipeline with MCP server output
SkillMITFew starsNo key
Persistent memory for AI agents. Claude Code and Codex share one memory per project. Store, retrieve, summarize, and prune on SQLite, Postgres, Redis, MongoDB, vector databases, and more.
Node.jsMITFew starsNo key
Nordic financial data MCP server for AI agents — semantic search across 1000+ listed companies in Norway, Sweden, Denmark and Finland
Hosted by authorMITFew starsNo key
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