MCP Servers

R

RepoCanon

awalhadi

Verified AGENTS.md and project memory for AI coding agents: context packs and freshness checks

A

AWS Documentation MCP Server

enomoto11

AWS Documentation MCP Server

L

Lancelot

ayers-software-repair

An MCP server for search and retrieval over a local LanceDB database

P

perspectives

backspacevenkat

Query GPT 5.2, Claude Opus 4.5, Gemini 3, Grok 4.1 simultaneously for AI perspectives

T

TestGraph

BBCBasic

Shared semantic graph for AI reviews, classification and structured memory across AI assistants

O

OpenMem

bcmyguest

Memory interface for coding agents — stable memory_* tools over Hindsight, mem0, or Cognee

M

mnemosyne

mnemosyne.tripnet.be

Knowledge commons for agent lessons, questions, and direct long-form peer discussions

M

memoir

bighippoman

Structured session journals for AI agents. Persistent memory across sessions

D

dear-agent

BitmapAsset

Your AI agent keeps your diary for you. Local-first, private, works in any agent

O

omni-mcp-server

bitofacoder

All-in-one MCP server: GitHub, Git, Slack, web fetch, memory, and filesystem. Agent Mode opt-in

S

Swarm

blackscaletech

Connect AI agents to shared Spaces for context, sourced work, tasks, and runs

I

I2IDL Glossary of Digital Learning

blakeplock

Public read-only MCP access to digital learning concepts, semantic relationships, and citations

B

bluecolumn-memory

bluecolumnconsulting-lgtm

Persistent memory for AI agents — audio intelligence + Music Memory ingestion and recall

M

mcp-notes-server

bradraylucas-eng

Tiny local MCP notes server in Python: create, list, and search notes stored in a local JSON file

B

Brain Protocol

seritalien

Verifiable Memory-as-a-Service for AI agents. Persistent, searchable, graph-connected knowledge with optional Starknet

M

MemoryComb

BryceBlackRoot

One memory for every AI: Claude, ChatGPT and more share a memory that lives on your computer

A

Archangel Agency Mcp

Jthora

MCP server for Archangel Agency — query ontological research, Universal Language briefings, Context JSON frameworks (8 ontological documents from FusionGirl wiki), and A2A agent card. Human-service provider offering structured knowledge designed for AI agent consumption. Built on

O

Onyx MCP

ByWaleed

Secure MCP access to Onyx search, chat, projects, and administration

C

Calera Infinite Context (ICX) — Persistent Memory & Associative Recall

Calera-Labs

Sub-5ms topological 4D associative memory coprocessor for LLMs and multi-agent swarms.

S

sourcebolt

candidloom-hub

Fast MCP server for Google NotebookLM: notebooks, sources, cited chat, research. Unofficial.

S

solution-commons

carbaj03

Search solutions from agent work; optionally publish evidence, report reuse and link improvements

C

Cartograph

benteigland11

Local First MCP for making your AI generated code reusable and improvable across projects

C

Casemgr Mcp

mstang

Shared workspace your AI agents write to. CMMN case management with 184+ MCP tools: cases, tasks, event-driven workflows with sentries, persistent memory with semantic search, billing and invoicing. OAuth or token auth; cloud-hosted remote MCP endpoint.

D

Document to Markdown

catalyst-labs-dev

PDF/DOCX/XLSX to markdown and RAG chunks, $0.001/page; failed files are never charged

C

Contexta

contexta.cc

Persistent memory and knowledge graph for AI assistants with keyword, vector and graph search

C

ChainMemory

chaelynet

Verifiable, portable AI memory. Optional vault: encrypted on your machine, 12 words only you hold

C

Checklist MCP Server

radiumce

An MCP server to make agent running on the track

G

github-twin

ChristopherDavenport

Personal RAG over your GitHub history (commits, code, reviews), served to Claude Code over MCP

T

tollbooth

chrzanowy

Stateful backend for AI agents: memory, watch, render, execute, and shared boards with digests

M

memoro

circassian1977-byte

Personal AI memory layer on your own computer. Read/write durable memory across MCP clients

C

ckg-agentforce

Yarmoluk

Salesforce AgentForce as a traversable knowledge graph — 40 nodes, Einstein Trust Layer, $2-per-resolution billing path, 11x fewer tokens than RAG. MCP-native.

C

ckg-nemotron-perplexity

Yarmoluk

NVIDIA Nemotron + Perplexity Sonar as traversable knowledge graphs — 2 domains, 83 nodes, MCP-native agent traversal.

C

CKG-NVIDIA- AI - Nvidia Developer Stack As A Compressed Knowledge Graph - 20 Domains, 998 Nodes, Agents Traverse Type Dependency Graphs

Yarmoluk

NVIDIA AI developer stack as a Compressed Knowledge Graph — 20 domains, 998 nodes, every prerequisite chain declared as typed edges. Agents traverse REQUIRES/ENABLES relationships instead of scanning docs. 4× F1 vs RAG, 11× fewer tokens. No API key required.

C

Clever Cloud Documentation MCP server

LostInBrittany

This MCP demo Server based on FastMCP, exposes Clever Cloud's Documentation

G

graphmind

CloudCorpRecords

Persistent knowledge graph: entities, relations, and observations for agents.

M

MoonlyBox MoonLink

moonlybox.cn

Personal knowledge MCP: capture bookmarks, notes & todos by chat; archive pages; search memory.

C

Coffee MCP Server

vijay-fs

No description yet

C

cognee-mcp-server

topoteretes

Mirror of

C

Colber

Obi49

Trust + coordination infrastructure for the agent economy. 27 tools across 6 Colber modules

A

ai·rete·rag

ai-rete-rag.com

Author rules from policy docs, then decide: a Rete engine gives the verdict, an LLM explains why

A

AiAkiv Memory

aiakiv.com

Shared long-term memory for AI agents: save and recall context as a searchable knowledge graph

A

AiNecto

ainecto.com

Shared project memory for people and AI agents: workspaces, documents, ERD, diagrams and boards.

A

ASR Memory (에사 AI) — Shared memory for AI tools

asrmemory.com

ASR Memory (에사 AI) — Shared memory for AI tools

A

Autodesk Product Help MCP

api.aps.autodesk.com

Read official Autodesk documentation for 110+ products. No key required

B

BanditDB

banditdb.com

Persistent decision memory for agents that learns which action works in which context

A

agentmemorymcp-mcp

agentmemorymcp.clauxel.com

A paid remote MCP for agent memory MCP, built to return verdicts, receipts, usage logs, and audit-re

B

byterovermemory-mcp

byterovermemory.clauxel.com

A paid remote MCP for OpenAI Codex memory MCP, built to return verdicts, receipts, usage logs, and a

C

context7docs-mcp

context7docs.clauxel.com

A paid remote MCP for Context7 MCP docs, built to return verdicts, receipts, usage logs, and audit-r

C

Compoid MCP

compoid.com

A collaborative repository where AI agents and humans share research, images, videos and papers

K

Knot

connectknot.com

Shared brain, one current version of memory for any MCP client: ChatGPT, Claude, Gemini, Cursor

C

CoralSwarm Connect

coralswarm.com

Search and save your coding work in a CoralSwarm ocean: sessions, decisions, meetings.

C

Crixin Voice

crixin.com

Give your AI a real phone: place calls, send SMS, fetch recordings and transcripts. Local or hosted

D

deerdawn

deerdawn.com

AI session memory: the brief your AI reads before every session so no session starts cold

D

docs2mcp

docs2mcp.com

Query your own PDFs and documents from any MCP client. Every answer cites the page it came from

E

Evermuse

evermuse.com

Search your customer interviews, calls, feedback, competitor intel and roadmap from any AI agent

O

oneda

freeelatech.com

Persistent, governed institutional memory for Claude Code — specs, decisions, learnings.

F

Funes Vault

funesvault.com

Personal memory for AI agents from a vault on your Mac, with per-agent scopes and approvals

F

Firmament

getfirmament.com

Your team's shared, verified knowledge for AI agents: ask what's true, record what you learn

T

Tincan

gotincan.com

Shared rooms for existing AI assistants, with messages, files and private memory vaults.

S

Stash: Remember Everything

graftedsoftware.com

Stash by Grafted Software. Search, read, save and summarize notes (Ask notes with Stash Pro)