MCP servers and skills: search, filter by where they run, and compare.
Federated, local-first search for an AI — one query across transcripts, files, knowledge graph, vector store, and the web, fused by trust-weighted RRF. Apache-2.0.
PythonApache-2.0★ 28No key
MCP server for SearXNG with 13 production-ready tools for web search, package info, GitHub integration, error translation, API docs, and more
SkillMIT★ 9No key
Deterministic federated search across configurable MCP providers, built on FastMCP 3
PythonMIT★ 6No key
Federated consumption router and live-dashboard hub for the RoboFang fleet
PythonMITFew starsNo key
MCP server for open-access scientific literature: federated search, legal full-text retrieval with provenance, and full-text search over papers you already hold
PythonMIT★ 1Few starsNo key
The self-hostable open-source company OS. Google Workspace SSO + per-user data connections + privacy-preserving federation across users. Apache 2.0.
PythonApache-2.0★ 2Few starsNo key
Swiss cultural heritage: SIKART artists, Nationalmuseum, Helveticat, Memobase, Dodis
PythonMITFew starsNo key
Local-first memory engine for AI-agent teams — private/team/project ACL, associative recall, federated sync, and a built-in MCP server. One SQLite file, no LLM required. Apache-2.0.
PythonApache-2.0★ 7No key
Self-hosted web search and document understanding for AI agents
PythonMIT★ 2Few starsNo key
Agent Studio with Federated Single Sign-On and Fine-Grained Access Controls
PythonMIT★ 4Few starsNo key
Production-grade lifelong memory for AI agents — 4-tier memory, knowledge graph, E2EE, federated P2P, MCP server.
PythonMIT★ 3Few starsNo key
Persistent, LLM-agnostic memory store for AI assistants — gives GitHub Copilot, Claude, and any MCP-compatible model durable memory across sessions
PythonMIT★ 3Few starsNo key
Technical documentation control plane with Federated RAG engine and industrial dashboard
PythonMIT★ 2Few starsNo key
Git-first hub for open, reusable research Agent Skills
SkillApache-2.0★ 5No key
A SPARQL service for finding similar chemicals and substructures using molecular fingerprints with RDKit
PythonMIT★ 3Few starsNo key
Python client for discovering and invoking AIMarket hub capabilities.
PythonMIT★ 1Few starsNo key
Federated graph memory for coding agents, with a trust model and measured utility loop.
PythonMIT★ 1Few starsNo key
PythonMIT★ 3Few starsNo key
MCP server for FOLIO, the Federated Open Legal Information Ontology
PythonMIT★ 5No key
Model Context Protocol server implementation to manage Globus endpoints and transfers
PythonMIT★ 2Few starsNo key
Search University of Indonesia's library databases (ScienceDirect, IEEE, JSTOR, Scopus, Springer…) from Claude using your own SSO login. MCP server with one-click Claude Desktop install.
PythonMITFew starsNo key
PythonMITFew starsNo key
Turn any repo into a Code Knowledge Graph your coding agent can reason over — symbols, API routes, ORM models, architecture decisions & git history as a typed, provenance-tracked graph, served over MC
PythonApache-2.0★ 4Few starsNo key
Who stands behind it
