MCP servers and skills: search, filter by where they run, and compare.
Nothing matches every word exactly, so these are the closest matches.
Hybrid RAG (DuckDB vector + BM25 + RRF + recency/keyword priors + optional cross-encoder rerank) as an installable library + CLI.
PythonAGPL-3.0★ 9No key
Open-source RAG system that turns your ChatGPT export into a searchable knowledge base with Claude MCP integration.
SkillAGPL-3.0★ 9No key
The Data Control Plane for AI Agents — acquire, validate, and land data over MCP with scoped keys, approval gates, and an audit log. Self-hosted, open source.
SkillAGPL-3.0★ 12No 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
Self-hosted RAG stack for crawl, scrape, search, ingest, query, and ask workflows with Qdrant, TEI embeddings, Chrome rendering, MCP/CLI/REST, and Gemini synthesis.
SkillAGPL-3.0★ 4Few starsNo key
Next-Generation Multi-Agent Collaboration Platform and Workflow Engine. Build and orchestrate production-ready AI agent teams with sandboxed execution, hybrid RAG, and enterprise-grade security.
SkillGPL-3.0★ 19No key
Git-versioned, provenance-grounded knowledge layer extracted from a codebase, served to humans and AI agents via MCP
PythonAGPL-3.0★ 9No key
Zekra (ذكرى): shared long-term memory for AI agents over MCP. Hybrid recall, knowledge graph, data sources and chat with citations. Works with Claude Code, Cursor, Codex.
Hosted by authorAGPL-3.0★ 1Few starsNo key
Collaborative Search for Agents — open-source, cache-first web-search gateway. Search once, answer everyone. Hosted preview at aimnis.com
Hosted by authorAGPL-3.0Few starsNo key
Turn any video into LLM-ready data - transcripts, speaker labels, scenes, subtitles and on-screen text. Self-hostable, keyless, MCP-ready.
Node.jsAGPL-3.0★ 3Few starsNo key
A file-based knowledge base with ranked keyword and semantic (hybrid) search -- learn your documents, then recall the relevant knowledge. No external server. Runs as a CLI and MCP server.
Node.jsAGPL-3.0Few starsNo key
Self-hosted encrypted tunnel for webhooks, AI pipelines, and local development. End-to-end Noise encryption, pipeline tracing, web dashboard, MCP server for AI tools.
GoAGPL-3.0★ 8No key
Open-source AI skills for AI-assisted research workflows: diagnostics, modeling, manuscript-section drafting, LaTeX assembly, and review checkpoints.
SkillGPL-3.0★ 3Few starsNo key
MCP Server for Spinnaker — manage applications, pipelines, and deployments via the Model Context Protocol
Node.jsGPL-3.0★ 5No key
AI-powered investment discipline tool - MCP Server x RAG & Behavior Pattern Mining
SkillAGPL-3.0Few starsNo key
Secure MCP server for GitLab projects, merge requests, issues, pipelines, and search
PythonAGPL-3.0★ 2Few starsNo key
Shannon's 5-phase pentest pipeline running natively in Claude Code — no Docker, no Temporal, just /pentest https://github.com/KeygraphHQ/shannon
SkillAGPL-3.0★ 17No key
Executed-evidence verification gate for AI coding agents
PythonAGPL-3.0★ 4Few starsNo key
Stop searching your documents. Start asking them. Transform Paperless-ngx into a conversational AI assistant using Agentic RAG and the Model Context Protocol (MCP).
SkillGPL-3.0★ 4Few starsNo key
Governed graph-native agent memory: knowledge extraction, fusion, hybrid RAG, scoped access tokens. A push for data sovereignty.
Node.jsAGPL-3.0★ 7Needs a key
MaaFW 项目脚手架 CLI & MCP Server，交互式创建与增量维护 Pipeline / Agent 项目
Node.jsAGPL-3.0★ 15No key
Specialized agents, adversarial reviewers, discipline skills (Outside-In TDD, Clean Architecture) and mechanical guardrails (hooks) for Claude Code and GitHub Copilot.
SkillGPL-3.0★ 12No key
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