MCP servers and skills: search, filter by where they run, and compare.
Nothing matches every word exactly, so these are the closest matches.
DuckDB-based hierarchical memory system for Claude agents with Slack integration. Intelligent context compression, semantic search, and persistent memory across conversations.
PythonMIT★ 4Few starsNo key
Local stdio MCP server for DeepSeek Search/Fetch with credential vault, site discovery and SQLite-backed research.
Node.jsMITFew starsNo key
Self-hosted AI engineering team: agents plan, code, test and review changes in your repositories and open pull requests only after you approve.
SkillMIT★ 1Few starsNo key
Local-first non-linear memory OS for AI operators. One index across Claude Code, Codex, Cursor, Windsurf, Hermes, OpenCode, Aider, pi, and more — with an editable timeline.
Node.jsApache-2.0★ 7No key
autonomous web developer orchestration with python. now has hierarchical RAG using vector databases
SkillMIT★ 4Few starsNo key
AI assistant that learns your workflows — auto-generates skills, routes to the cheapest LLM, and replays every execution. Telegram · Slack · Discord · Matrix. One Rust binary, zero setup.
SkillMIT★ 4Few starsNo key
Self-hosted AI workspace in a single container — Matrix chat, kanban board, coding agents, LLM inference, vector database, and remote browser, all managed by supervisord behind nginx.
SkillMIT★ 2Few starsNo key
一个基于 Model Context Protocol (MCP) 的 Redis 客户端工具，提供标准化的 Redis 操作接口，支持在 AI Agent 和上下文感知系统中调用。
MCPLink only★ 1Few stars
Production-grade multi-agent AI platform with LangGraph v0.3, MCP servers, hybrid RAG (Qdrant + LlamaIndex), FastAPI WebSocket streaming, and Next.js real-time UI. Deployed on AWS EKS via Terraform.
MCPLink only★ 6
MCP-powered multi-agent research assistant with RAG, LangGraph, FastAPI, and citation-aware report generation.
MCPLink onlyFew stars
LangGraph-based AI knowledge agent with RAG, memory, tools, SSE, MCP, and FastAPI
SkillAGPL-3.0★ 1Few starsNo key
Hands-on AI-engineering repo: a Python RAG pipeline that grows into a model-decided agent — with retrieval & trajectory evals, an MCP server, and per-run cost/token/latency observability in Postgres.
MCPLink onlyFew stars
A Standalone, Single-Static-Binary, Zero-Daemon Long-Term Memory Hub for AI Coding Agents.
SkillMIT★ 1Few starsNo key
Autonomous AI coding agent — scan, plan, execute, review & self-evolve. Powered by Claude Opus + Codex with dual review, meta-prompt reflection, and MCP plugin integration.
MCPLink only★ 2Few stars
A persistent memory system for AI agents using the Model Context Protocol (MCP). . Enables AI agents like Roo & Codex to store, share, and retrieve contextual knowledge across sessions.
SkillMIT★ 1Few starsNo key
Windows-first、local-first AI 科研文献工作台：支持 Zotero 增量同步、DOI/开放 PDF 获取、MinerU/PyMuPDF 解析、MiniMax 向量化、混合检索、DeepSeek 证据问答、在线文献发现、引用导出与 MCP 集成，无需 WSL、Docker 或 PostgreSQL。
PythonAGPL-3.0★ 2Few starsNo key
DeepSeek Harness「数据分析模式」：资深数据分析师 agent 预设 + 13 个开源技能（DuckDB 官方/OpenAI/deer-flow/自研）+ DuckDB MCP 服务器接入
SkillMIT★ 2Few starsNo key
AI 原生 A 股投研中枢｜百万级本地数据 × 量化实验 × 多模型研究 × 可追溯决策。Research deeper. Decide with evidence. · Local-first · Hermes / MCP.
SkillApache-2.0★ 52No key
Secure MySQL MCP Server with Clean Architecture. Enables AI assistants (Cursor, Copilot, Cline) to safely interact with MySQL/MariaDB databases, featuring RBAC, audit logging, and intelligent query va
SkillMIT★ 5No key
Self-hosted specification-to-execution platform for AI coding agents. Turn ideas into approved specs and actionable tasks, connect local repositories via CLI or MCP, and review implementation evidence
SkillApache-2.0★ 1Few starsNo key
Verifiable NL2SQL agent: self-hosted MCP server, 3-config A/B/C experiment, deterministic offline grading, re-run noise audit (DeepSeek + DuckDB)
SkillMIT★ 1Few starsNo key
**Federated MCP server** that joins relational metadata (MySQL) with timeseries values (InfluxDB) behind a single, LLM-friendly entity layer.
Node.jsMIT★ 1Few starsNo key
Spring AI vs LangChain4j vs SAA 三框架同台对比（配套篇2）
SkillMIT★ 9No key
Who stands behind it
