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MCP servers and skills: search, filter by where they run, and compare.
Nothing matches every word exactly, so these are the closest matches.
MCP servers and skills: search, filter by where they run, and compare.
Nothing matches every word exactly, so these are the closest matches.
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★ 281No key
Automated multi-project codebase indexer for Qdrant. Real-time monitoring and seamless sync for AI agent context.
PythonMITFew starsNo key
Find out what your coding agents already know. Docmancer indexes the memory, rules, and instructions Claude Code, Codex, Cursor, and Gemini wrote on your machine, then carries the durable parts to eve
PythonMIT★ 133No key
Map, graph and audit AWS, Azure and GCP from one CLI. Builds a topology graph, runs Prowler/Checkov/Trivy, tags findings against 28 compliance frameworks, and exports HTML reports, RDF ontologies, RAG
PythonMIT★ 4Few starsNo key
OpenSearch MCP Server: Open-source search cluster management component
PythonApache-2.0★ 11No key
🔍 AI-powered GitHub code research with MCP - Search, map, and extract code with intelligence
PythonMITFew starsNo key
Memory database for LLM agents — persistent keyword + optional semantic memory, project namespacing, served over HTTP REST and MCP from a single ASGI process. SQLite-backed, packaged as a Docker conta
PythonAGPL-3.0★ 16No key
A standalone, extensible RAG/MCP library for building AI-powered documentation search. Power your documentation with semantic search, LLM context bundles, and MCP servers.
PythonApache-2.0★ 6No key
Deterministic federated search across configurable MCP providers, built on FastMCP 3
PythonMIT★ 6No key
MCP server for Lacuna, a research map for machine learning: search directions, papers, authors, venues, and AI-generated research proposals.
PythonMIT★ 8No key
Turn Spark/Hive SQL into structured, traceable facts for Agents, RAG, and AI knowledge bases.
SkillApache-2.0★ 5No key
FastMCP bridge for Civitai: search and download checkpoints/LoRAs into a ComfyUI-compatible models depot. Dry-run default, human-approved download outbox.
PythonMIT★ 3Few starsNo key
Search ISRO's Bhoonidhi satellite archive in plain language from any AI agent — a MCP server built on the bhoonidhi-downloader SDK.
PythonMIT★ 3Few starsNo key
Security-hardened MCP server exposing the Perplexity Search + Sonar APIs (search, ask, deep_research) to AI agents. Hardened per NSA MCP guidance.
PythonMIT★ 3Few starsNo key
Community-driven behavioral reliability benchmark for LLMs. 231 probes across 19 modules, deterministic scoring, perplexity correlation, layer sensitivity mapping, quant method capture, hardware-strat
PythonMIT★ 9No key
MCP server for Islands on the Air — lookup, search, nearby, DXCC. Stats
PythonGPL-3.0Few starsNo key
Self-hosted, MCP-native web-search backend for AI agents: SearXNG meta-search + RAG with citations + GitHub project selection + Tavily-compatible API. Free & local.
PythonMIT★ 5No key
Local-first memory infrastructure for coding workflows: deterministic retrieval, explainable traces, MCP/REST/SDK interfaces, and standalone browser-first operation.
PythonApache-2.0★ 1Few starsNo key
Executive talent intelligence skill & plugin for Gemini Enterprise and Antigravity. Automated public web sourcing, verification, and structured C-suite benchmarking reports.
SkillApache-2.0★ 1Few starsNo key
Your AI lab companion — 78 MCP tools for literature, compounds, synthesis, benchwork, peptides & publication writing
PythonMIT★ 3Few starsNo key
四层记忆引擎 (Memory Engine) — 让 Agent 越用越聪明
SkillMIT★ 1Few starsNo key
Hammy is a code base mapping tool that lets agents talk to your code in a way they understand with an AST, call graph, and VCS history.
PythonMIT★ 4Few starsNo key
The ultimate MCP server for code intelligence. Smart context, semantic search, call graphs, pattern detection & token optimization. Makes LLMs understand any codebase perfectly.
PythonMITFew starsNo key
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