MCP Servers

R

realestate-rag-mcp

danny-tdoan

MCP server containing tools for real estate search

R

Reftrixmcp

TKMD

MCP server with 39 tools for web design analysis — layout extraction, motion detection, quality scoring, accessibility audit, Core Web Vitals, design comparison, and semantic search via Playwright, pgvector, ONNX Runtime, and Ollama.

R

rag-vault

RobThePCGuy

Local RAG MCP server with hybrid search, PDF/DOCX support, and zero-config setup

M

memtrust

RudrenduPaul

Independent, reproducible benchmark harness for agent-memory backends

R

Runbook MCP server

qloba

No description yet

A

Agent Cowork Memory

rxthlessbeats

Shared memory and delegation for Codex, Cursor, Claude Code, and OpenCode

S

saihm-mcp

SAIHM-Admin

MCP standards client for your own custodial SAIHM operator. Free start: @saihm/mcp-server-pro

S

Semantic Sift

luismichio

No description yet

A

anairyspirit

Seventhwalllab

An AI agent's own long-term memory, on your machine. Needs a one-time: npx anairyspirit setup

S

Space

getspace.sh

One shared memory for all your AI agents: documents, tasks, databases and memories in one workspace

H

HexWitness

siaginw

Durable, build-scoped reverse-engineering evidence memory and query tools for AI agents

O

openinsurance-wiki

sluyasu

Open, source-cited knowledge base of Belgian insurance products: search, compare, verify, overlaps

S

Squad AI

the-basilisk-ai

Decision intelligence for product teams. Turn the noise of scattered feedback into signal you can build on with confidence.

R

rmbr

SRock44

Embedded, local-first memory and retrieval for AI agents. One SQLite file, no server, no API key

E

Everkeep

st412m

Your notes in one folder on your own server; AI clients read and edit it under write policies

M

mcp-obsidian-cli

stonematt

Save chat notes from Claude Desktop to your vault — MCP on Obsidian CLI. Keep what matters

V

Vectr

swapnanil

Semantic codebase search and persistent working memory for AI code editors. Local, no API key

M

Monet

team-monet

Local-first, state-centric memory for coding agents. MCP server + CLI

T

Tencent Lexiang MCP Server

tencent-lexiang

Tencent Lexiang AI knowledge base MCP server for searching, managing entries, and editing docs

D

DEPRECATED - Use lexiang-mcp-server

tencent-lexiang

DEPRECATED: Please use io.github.tencent-lexiang/lexiang-mcp-server instead.

T

Tently

tently-team

Tently, the AI PR reviewer for GitHub: agents check team decisions before they write code

L

Librarian

Terobyte

Deterministic ebook-to-markdown pipeline with MCP tools to browse, search, and read your books

T

The Pensieve MCP Server

seanivore

One simply siphons the excess thoughts from one's mind, pours them into the basin, and examines them at one's leisure. It becomes easier to spot patterns and links, you understand, when they are in this form.

S

StremAI

thomasjumper

StremAI MCP: shared memory for AI coding agents. Connected agents can recall. OAuth + local stdio

M

mnemograph

tm42

Event-sourced knowledge graph memory for AI coding agents with semantic search

L

Living Memory

viibe.to

An MCP memory server. One memory your agents share across models, devices and apps

T

Torna Mcp

chenqi146

MCP server that bridges Torna API documentation system with AI assistants (Cursor, Claude Desktop, etc.). Query, search, and explore your Torna API docs through natural language

V

vectros-ai

vectros-ai

Typed record store + hybrid search over MCP: deterministic lookups + semantic memory, per-customer

I

Inkwell

veronchenko

Persistent memory for AI agents: Markdown entries, hybrid search, typed graph links

A

AgentBase

vhspace

Shared knowledge base for AI agents. Semantic search across agents, no setup required, just a URL

V

Videoseek

kennyzheng-builds

VideoSeek MCP — Find anything in any video. Semantic video search, video Q&A, persistent memory, and social media import for AI agents

C

Context Fabric

VIKAS9793

Context sync layer for AI agents. Ensures continuity and eliminates memory drift automatically.

P

peon-mem

VineetV2

Local-first memory brain for AI coding agents: hooks capture sessions, beliefs injected per prompt

V

Void MCP Server

theadminautomated

No description yet

M

Mind Upload

Voidborn-Industries

AI meta harness for Codex, Claude Code, Cursor, and VS Code: direction and completed-work review

S

Samong

waanvar

Search your own Markdown notes, including languages written without spaces between words

B

Building a Watsonx.ai Chatbot RAG Server with MCP

ruslanmv

Building a Watsonx.ai Chatbot RAG Server with MCP compatible with Claude Desktop

📚

📚 Wiki MCP Server

albertshao

Mirror of

G

gemini-faf-mcp

Wolfe-Jam

Persistent project context for Google Gemini. Python/FastMCP. IANA-registered .faf format

N

Nacre

nacre.work

Self-hosted permission-aware context layer. Search returns only what the caller may read

C

cogmem

writerslogic

A self-improving, verifiable memory layer for AI coding agents

D

Dispatch

wsoule

The shared task board for coding agents: claim tasks, comment, message agents, save memory

S

SourceHarbor MCP

xiaojiou176-open

Source-first AI knowledge control tower MCP server for YouTube, Bilibili, RSSHub and RSS

C

context-first-mcp

XJTLUmedia

37-tool MCP server: context health, memory, reasoning, truthfulness and research pipeline

S

SuperMemory

YashvantHange

MCP-first agent learning: capture failures, validate lessons, retrieve context, improve

M

mcp-memory-graph

YonasValentin

Local-first memory for Claude Code and any MCP client: hybrid search and knowledge graph, $0/token

K

koncept-mcp-server

yourtechtribe-labs

Query a curated YAML semantic concept graph for codebase invariants and cross-cutting facts

P

PatchX Freenote Agent

ZsTs119

PatchX Freenote MCP: summaries, memories, model results and user-approved webhook workflows

G

Groundwork

Rarefied-Earth

Groundwork: company memory for your AI tools. Docs public. Source closed. Public proof needs no account

L

loci

3M1RY33T

Scoped memory for coding agents: picks the right project, answers in scope, or abstains

S

Session Forge

420247jake

Persistent memory and session intelligence for AI coding assistants. Zero config

E

Effect 中文文档

aaronlou

Search Chinese translations of the official Effect docs (234 pages, v3 + v4). Each result includes verifiable citations: link back to the original section and see which upstream commit the translation was made against. Zero dependencies, fully self-contained offline

N

Notes

Abhishekkumar2021

Local markdown notes: ranked and semantic search, tags, todos, and a wiki-link knowledge graph

N

neurohive

AdelElo13

Multi-agent memory intelligence with expertise tracking and conflict detection

A

Agentdb

AgentBC9000

A knowledge base updated Mon/Wed/Fri from 31 curated sources (podcasts, blogs, emerging markets). Gives AI agents fresh structured intelligence without managing scraping or storage themselves.

A

agenticMCP_rag

rajagopal17

RAG with MCP server

A

AgenticMemory

Tyga.Cloud Ltd

Persistent memory for AI agents - conversation history, key-value context, and semantic search across sessions, plus FIFO queues. 17 MCP tools, remote SSE (nothing to install) or local stdio. Agents self-signup via CLI

O

Optimized Memory MCP Server v2

AgentWong

A personal project to test Claude AI's ability to write its own MCP server code for its own use.

A

Achromat MOM

achromat.ai

Recall and calibrate agent tool calls against verified policy lessons from Achromat MOM

P

ProofGraph (Antigravity MCP)

AI-BuildInfra

Evidence-first entity and knowledge graph MCP server for AI agents to verify claims.