Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
Type Atlas
Published by GitHub account tyler-mitchell
Type Atlas gives coding agents editor-grade TypeScript, JavaScript, Markdown and JSON intelligence: semantic navigation, diagnostics and code search inside a MС
Tycana
Published by GitHub account tycana
Tycana is a remote MCP server that gives an AI assistant persistent memory and insight into your work patterns.
Mcp Datahub
Published by GitHub account txn2
Connects an AI assistant to a DataHub metadata catalog so it can search datasets, read schemas, trace lineage and manage catalog entities.
Patents Mcp
Published by GitHub account tushariitr-19
A local MCP server that lets an assistant search Google Patents data on BigQuery, fetch patent details and read claims for prior art research.
Mem Context
Published by GitHub account turbyho
Local MCP server that gives an assistant a temporal memory store backed by LanceDB vector search, weight-decay scoring and LLM consolidation.
Fw Context Mcp
Published by GitHub account turbyho
Gives coding agents a build-aware semantic index of embedded C/C++ firmware, so they can query symbols, call graphs, callbacks and active macros instead of…
Partner Center Mcp
Published by GitHub account tunahanaliozturk
Unofficial offline knowledge and codegen assistant for the Microsoft Partner Center REST API, giving an assistant verified endpoints, auth guidance, workflows…
Deprecation Mcp
Published by GitHub account tsvillain
Lets an assistant look up whether a vendor API or SDK is active, deprecated, or sunset before doing upgrade or maintenance work.
Engram
Published by GitHub account tstockham96
Engram gives an AI assistant a local SQLite memory vault with semantic recall, a knowledge graph, and LLM-powered consolidation.
OMEM
Published by GitHub account troybrandonc-bit
OMEM gives an assistant a persistent, evidence-backed memory that tracks beliefs over time, keeps contradictions, and explains why something is believed.
Gitworthy
Published by GitHub account trippyogi
Gitworthy is a local MCP decision engine that scouts and preflights open-source contribution targets, returning ACT, VERIFY, or SKIP verdicts with evidence.
trip2g
Published by GitHub account trip2g
A remote MCP endpoint over a Markdown note hub, letting an assistant search, read and explore notes and connected peer knowledge bases with sourced answers.
RyRank
Published by GitHub account trigeochiral
Lets an assistant rerank documents by relevance to a query through a hosted, Cohere-compatible pay-per-call API.
Tribal
Published by GitHub account tribal-memory
Self-hosted semantic memory MCP server that captures an engineering team's tacit project knowledge and exposes it as a queryable graph.
Contextatlas
Published by GitHub account traviswye
Gives an assistant pre-computed, single-call context bundles about code symbols, fusing language-server structure, ADR intent, git history and tests.
Explicit Formula — Second Brain
Published by GitHub account travisbergen2
Local stdio MCP server that tunes AI agent runtime settings and offers read-only text interpretation and communication-profile tools.
InvGate Service Desk
Published by GitHub account tracegazer
MCP server for InvGate Service Desk that lets an assistant query incidents, users, knowledge base articles, assets and time entries, and optionally write…
Ask Me
Published by GitHub account tounsils
A remote persona server that lets an assistant answer questions about one operator's work, reusable engineering patterns, availability and consulting offer.
Total CMS
Published by GitHub account totalcms
A local Claude Desktop bridge that connects Claude to a Total CMS site's built-in MCP server for searching docs, browsing content, and managing the site with an
Mcp Adr Analysis Server
Published by GitHub account tosin2013
Local MCP server that checks Architectural Decision Records against real code, masks sensitive content, and tracks decisions across sessions.
Tilde
Published by GitHub account topskychen
A local MCP server that gives AI assistants a portable personal profile — identity, tech stack, knowledge, skills and team context — stored on your machine.
Mnemoscope
Published by GitHub account toonight
A local MCP server that scores context rot in a Markdown vault, splits notes into freshness tiers, and keeps a signed journal of agent reads and writes.
Toolbelt
Published by GitHub account toolbeltai
Remote Toolbelt MCP endpoint that gives an assistant a shared data layer spanning vector search, knowledge graph, SQL, geospatial and streaming.
Devrag
Published by GitHub account tomohiro-owada
Local RAG server that indexes your Markdown docs and lets an assistant run semantic vector search over them to save tokens.