MCP servers and skills: search, filter by where they run, and compare.
Nothing matches every word exactly, so these are the closest matches.
A standalone benchmark-store MCP. It ingests code-size and on-target cycle measurements into a provenance-bound SQLite store and exposes Pareto / CI analytics.
PythonMITFew starsNo key
LLM 数据分析工作台：上传数据集自动完成清洗、统计分析、可视化与报告；受控工具集 + 只读 SQL（SQLite / PostgreSQL）· MCP 数据面 · Plotly + ECharts 双引擎 · FastAPI + React 全流程界面，本地 / Docker / 云端可部署
PythonMIT★ 2Few starsNo key
Self-hosted geospatial data catalog with semantic search (pgvector), OGC/STAC APIs, and map builder. Built on FastAPI, PostGIS, React, and MapLibre.
PythonApache-2.0★ 284No key
Turn any MCP stdio server into a production HTTP API: per-user session pooling, timeout survival via background jobs, fail-closed auth, SSE/webhook push, live dashboard. Python 3.11+ · FastAPI · Redis
PythonMIT★ 63No key
MCP server that scaffolds full-stack projects (FastAPI + React/HTMX) with Docker, CI/CD, and database config
PythonMITFew starsNo key
Local-first bookmark manager with semantic search for MCP-enabled AI assistants. AI-powered organization, smart tagging, and natural language queries. Built on LanceDB. Works with Claude Desktop, Curs
PythonMIT★ 6No key
TVTropes local mirror + MCP server. Polite background crawler (curl_cffi), Ollama extraction, 11 FastMCP tools, React dashboard, Calibre integration.
PythonMIT★ 2Few starsNo key
A Model Context Protocol (MCP) server that gives AI assistants (Claude Code, Claude Desktop, and any MCP-compatible client) direct, natural language access to semantic 3D city models in CityGML manage
PythonApache-2.0★ 19No key
基于 LlamaIndex 的企业级 RAG 知识库检索服务，通过 MCP 协议暴露给 AI Agent 调用。多策略检索（Dense/Sparse/Hybrid/Milvus BM25）、能力可插拔、Docker 一键部署。
PythonMIT★ 3Few starsNo key
事件驱动的三国主题多 Agent 狼人杀：真实流式对话、SSE 观战、SQLite 回放与 MCP 终局复盘
PythonApache-2.0★ 1Few starsNo key
Self-hosted memory layer for AI coding sessions. Rust core, PostgreSQL + pgvector, 11 source adapters (Claude Code, Codex, Cursor, Zed and more). Import, inspect, remember, continue. Local-first, MIT.
PythonApache-2.0★ 2Few starsNo key
Cross-reference code browser for git repositories: semantic navigation, time-travel browsing, and cross-repo search. FastAPI + React + PostgreSQL + Tree-sitter, with an MCP server for AI assistants.
PythonMITFew starsNo key
Modern GUI for vector database management with MCP integration
PythonMIT★ 6No key
Production-grade RAG pipeline for accounting professionals — hybrid retrieval (vector + BM25), SSE streaming, multi-user auth, semantic caching, MCP server. FastAPI + Qdrant + Cerebras.
PythonMIT★ 1Few starsNo key
✅ Multi-interface hierarchical task management (Projects → Lists → Tasks) for humans and AI agents — MCP server, REST API, and React web UI. DAG task dependencies, pluggable PostgreSQL/filesystem stor
PythonMITFew starsNo key
App-first AI framework with a built-in, governed memory engine (memory, agents, RAG, MCP)
PythonMIT★ 4Few starsNo key
Persistent memory engine for AI coding agents — preserve project context, retrieve relevant knowledge, and maintain consistency across sessions using MCP.
PythonMIT★ 5No key
Duke Agent Fabric 是一个面向企业与政务场景、支持私有化部署的生产级多智能体运行平台。基于 LangChain 与 LangGraph 构建，可实现内部知识检索、公文生成与审校、会议纪要、文件比对、敏感信息扫描及 MCP 工具自动 化；内置 Redis/MySQL 分层记忆、租户/用户/Agent/会话上下文隔离、Keycloak OIDC 身份认证、OPA 策略与密级校验、敏感内
PythonApache-2.0★ 1Few starsNo key
A graduation audit platform that analyzes transcripts, verifies degree eligibility, and delivers reports via web, iOS, CLI, and AI assistants through MCP
PythonMITFew starsNo key
Daily-refreshed Glama TDQS score tracker for your MCP fleet. Scrapes per-tool grades, SQLite snapshots, agentic LLM analysis, 6-page webapp, Tauri NSIS, MCPB.
PythonMIT★ 3Few starsNo key
A reproducible observatory for discovering, validating and searching public Agent Skills.
SkillMITFew starsNo key
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