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

FRESH — Shared URL Freshness Intelligence
Published by GitHub account GSterlingPress
A remote MCP service that tells an assistant whether a previously seen URL is probably still fresh enough to reuse or should be fetched again.

Indian Legal MCP
Published by GitHub account GSMS-B
Remote MCP server giving assistants structured access to 102 Indian Acts, the 2026 Constitution, criminal-law section mappings and legal research skills.

Gctrl
Published by GitHub account GCTRL-TECH
GCTRL MCP server exposes Ground Control's governed knowledge-graph memory to an AI assistant: extract knowledge, query graphs with hybrid RAG, and navigate code

Epiphany
Published by GitHub account GATSV-tech
Epiphany is a local, private memory server that lets AI assistants recall and remember shared context across different AI tools on your machine.

MarkIt
Published by GitHub account FuzulsFriend
Connects an AI assistant to a personal MarkIt library of saved links, posts and notes so it can search, read, save and set reminders.

Fimemory
Published by GitHub account FutureAiIndustries
Local-first shared memory for AI tools: an encrypted folder of notes on your own machine that assistants can search and read across sessions.

Shanghai Library Open Data Mcp
Published by GitHub account FreyaBit
Bridges the Shanghai Library open data platform's 99 web APIs and a 1.99M-poem Souyun poetry library into 12 MCP tools for lookup and research.

Citeguard
Published by GitHub account Franksterino
Fetches each cited source in AI-written text and returns per-claim verdicts with verbatim evidence quotes, plus a document citation integrity score.

mwe-mcp — Memory Wiki Engine
Published by GitHub account Fr4nZ82
Self-hosted, multi-user memory for AI agents: a Markdown wiki where every fact is governed by per-fragment access rules.

Patent Intelligence MCP
Published by GitHub account FoundryNet
A remote MCP endpoint that gives an assistant patent search, USPTO data, patent landscape views and prior-art search.

Academic Research Intelligence MCP
Published by GitHub account FoundryNet
A remote MCP server that lets an assistant search academic papers and scientific literature, analyze citations, and explore arXiv and semantic related work.

Forkast Mcp Docs
Published by GitHub account ForkastPredict
A remote MCP server that lets an assistant search and read Forkast documentation, by full text, by title, or by document ID.

Hebbian Mind
Published by GitHub account For-Sunny
A local MCP server that gives an assistant associative memory, where connections between items strengthen through use and decay through disuse.

methods-mcp
Published by GitHub account FlynnLachendro
Local MCP server that turns an academic paper URL, arXiv ID or DOI into structured methods, code repo discovery and a heuristic reproducibility verdict.

Claude Code Ultimate Guide
Published by GitHub account FlorianBruniaux
Serves the Claude Code Ultimate Guide as a local stdio MCP server, letting an assistant search the guide, examples, cheatsheets, changelogs and threat notes.

Burn Mcp Server
Published by GitHub account Fisher521
Burn's MCP server lets an AI assistant search, triage, organize and analyze the bookmarks saved in a Burn read-later account.

Cortex
Published by GitHub account FilippoPilo
Cortex is a hosted semantic memory service that lets an assistant save decisions, context and sources across sessions and retrieve them later with citations.

Github Mcp Connector
Published by GitHub account FerhatDundar
A local Go-based MCP server that gives an assistant 18 tools to read and write GitHub repositories, files, issues, pull requests and search.

Code Fundi Mcp
Published by GitHub account FelixWaweru
A local MCP server that connects an AI assistant to the Code-Fundi API for searching, indexing and mapping code repositories and analyzing the impact of changes

Conventions MCP
Published by GitHub account FedgeNo
A local memory server that stores durable coding conventions and standing instructions in SQLite so any MCP client can recall them across sessions and projects.

Feason Context
Published by GitHub account Feason-com
Hosted Feason Context MCP server that gives assistants source-grounded Christian research evidence with exact passages, provenance and citation checks.

Prodcheck
Published by GitHub account FarzamHabibi
Read-only MCP server that lets a coding assistant query a 4,685-item pre-production checklist covering security, performance, scale, integrations, post-launch…

web3ctx
Published by GitHub account FarseenSh
Remote, keyless MCP server that gives an assistant version-pinned web3 documentation, ABIs, deployment addresses, EIPs and human-validated integration recipes.

Gridually Mcp
Published by GitHub account FSHolmberg
An MCP server that lets an assistant compare flashcard apps and discuss spatial memory science and aphantasia learning guides.