Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
24 servers on this page
Clirank
io.github.alexanderclapp
Search, compare, and get docs for 210+ APIs ranked by CLI and agent relevance.
Mcp Context Server
io.github.alex-feel
An MCP server that provides persistent multimodal context storage for LLM agents.
Catholic Greatness
io.github.albermm
AI Catholic formation — spiritual direction, saints, scripture, and semantic search.
Litra Paper Search
io.github.akkylab
MCP server for Litra.ai – AI-powered academic paper search with relevance scoring and summarization
Artha Council
io.github.akira231097
Auditable equity research and fail-closed broker execution for US and Indian cash equities.
Bitcoin Risk Brief
io.github.akarazhev
Daily Bitcoin risk with freshness state on every response. Research context, not advice.
Meridian
io.github.ajc3xc
Persistent memory, task coordination, and HITL queue for AI coding sessions.
Ifg Tax
io.github.aitorgarcia21
International tax research — 213 jurisdictions, 500K+ legal documents.
AIStorageDepot
io.github.aistoragedepot-admin
Prompt, rules, skills & docs library over MCP. No token = read-only sample of the public library.
Myc
io.github.aistastudio
Task queue, decisions and memory for coding agents. Local SQLite, no network. Requires Bun.
AIRAS
io.github.airas-org
Automated AI research toolkit: hypothesis generation, experiments, and paper writing
Color Engine Mcp
io.github.aimsise
Six pure, in-memory CSS color tools: parse, convert, WCAG/APCA contrast, gamut map, ramps, solver
Apiany Mcp
io.github.ailingqu
APIAny MCP server for model discovery, pricing, docs, and integration examples.
aide-memory
io.github.aide-memory
Persistent memory layer for AI coding agents — your agent remembers what you taught it.
Searxng Mcp
io.github.aicrafted
MCP server for SearXNG aggregator — web search across multiple engines via Model Context Protocol
BrainBrainBrains
io.github.aiaiohhh
Persistent memory + context layer for AI dev teams. 17 tools via MCP.
Code Context Engine
io.github.ai-elara
Index your codebase. AI searches instead of re-reading files. 94% token savings.
Big Indexer
io.github.ahmedxuhri
Architecture-aware MCP context with boundaries, seams, impact scope, and BGI-TWIN guidance.
Egypt Research Commons
io.github.ahmedvnabil
Source-grounded research for Egyptian public affairs
Lumen
io.github.ahmedEid1
Self-hostable agentic-AI LMS: catalog, RAG tutor, FSRS reviews, AI authoring, ingest.
Atlas Research
io.github.ahmedEid1
Read-only MCP over an agentic SLR workspace with per-claim citation verification
Image Resolver
io.github.ahmaddioxide
MCP server for context-aware royalty-free image search from Pexels and Unsplash
Agtrepo Memory
io.github.agtrepo
Encrypted, pay-per-use persistent memory storage for AI agents, gated by x402 payments on Base.
yieldsentinel
io.github.agentsherpa
Policy check on a described yield position. Complement to yieldhunter. Research only.