Knowledge & Memory MCP 服務
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.

UNBLOCK
io.github.Kaeva-labs
UNBLOCK org-brain — shared memory and comms for human + agent teams. By Kaeva Labs.

Archangel Agency MCP
io.github.Jthora
Universal Language briefings, FusionGirl context JSONs, service catalog, agent info. x402-enabled.

Sirro
io.github.Jonathanmberg
Shared memory for AI coding agents. Save once, reuse from Cursor, Claude Code, Codex.

IA-QA — 130+ QA & Dev Tools for AI Agents
io.github.JcJamet
130+ QA & dev tools for AI agents: prompt injection, RAG testing, VLM eval, guardrails. Free.

Moxie Docs
io.github.Jackalope-Dev
Living docs and MCP context for GitHub repos — conventions, gaps, and source-cited pages on merge.

Agentsearch Mcp
io.github.IsaiahDupree
LLM-ready web search + instant answers + URL-to-clean-text fetch for agents and RAG.

Sponsorbook
io.github.Influship
Research YouTube sponsors, inspect sponsorship evidence, and manage brand lists with Sponsorbook.

India Company & Director Data
io.github.IndoTender
Indian company registry research and director-related company due diligence.

DocsMint
io.github.HiAi-gg
Cloud or self-hosted knowledge for AI agents: hybrid search, reranking, GraphRAG, scoped MCP tools.

Strajkpolski Mcp
io.github.Hei33enberg
Verified Polish open data for AI agents: debt, budget, 460 MPs, votings, judiciary search, RAG.

Great Question
io.github.GreatQuestion
Run user research from any AI tool. Create studies, recruit participants, query insights.

Haki
io.github.GetHaki
Long-term memory for AI agents: bitemporal fact ledger, contradiction detection, explainability.

ToolPipe MCP Server
io.github.GerritRoska
120+ developer utility tools for AI agents via Model Context Protocol

PersonalKnowHow
io.github.Georgi-Petkov
Live public demo: query one person's learning and work history as a knowledge graph via MCP.

FRESH — Shared URL Freshness Intelligence
io.github.GSterlingPress
Decide whether an agent should reuse cached URL knowledge or fetch the resource again.

Brand Intelligence MCP
io.github.FoundryNet
Domain & brand intelligence: company enrichment, tech stack detection, brand research.

Academic Research Intelligence MCP
io.github.FoundryNet
Academic paper search, scientific literature, citation analysis, arXiv & semantic related-work.

Forkast Mcp Docs
io.github.ForkastPredict
MCP server for querying Forkast documentation

Final POS Docs
io.github.Final-Commerce
Search the Final POS REST API documentation.

Cortex
io.github.FilippoPilo
Patent-pending semantic memory for AI agents: quality-gated writes, conflict tracking. Free trial.

Feason Context
io.github.Feason-com
Christian source evidence for AI agents, with provenance, tradition coverage, and citation checks.

web3ctx
io.github.FarseenSh
Version-true web3 docs, ABIs and human-validated integration recipes over MCP.

ZeroKnowledge-Vault
io.github.Evozim
Zero-knowledge proof validator and cryptographic locker.

TokenBurn-Optimizer
io.github.Evozim
LLM query cost optimizer minimizing context waste.