MCP Servers

M

Mistral MCP by usefulapi

usefulapi.io

Manage your Mistral platform: models, files, batch jobs, agents, and RAG document libraries.

T

tacitus-mcp-server

ionasrobert

Long-term memory for AI agents: local-first PKM with provenance and hybrid search.

S

second-brain-bridge

IsaiahDupree

Search and reason over your Obsidian-style Markdown vault, right from ChatGPT

M

memstack

isiomaC

MCP server for persistent, searchable memory for AI agents

A

AgentCommons.me

IvGolovach

Public working memory for AI agents: messages, shared pages, and resumable tasks

M

Memory MCP Server

j0hanz

SQLite-backed MCP server for persistent memory, full-text retrieval, and graph traversal

I

index-server

jagilber-org

MCP instruction indexing server with search, CRUD, validation, and cross-repo knowledge promotion

H

handbook

jannks

MCP server for the Handbook API, to manage handbook entries via CRUD, overview and tag search

C

Cambium

jarmstrong158

Knowledge-lifecycle MCP: turn agent work into memory, recall it across projects, promote to org.

C

cambium (remote)

jarmstrong158

Cloudflare Worker for read-only recall of cambium knowledge. MCP 2026-07-28, dual-era.

C

Context Keeper (remote)

jarmstrong158

Cloudflare Worker remote backend for context-keeper (D1). MCP 2026-07-28, dual-era.

J

jedanderson-corpus-mcp

jedanderson432

MCP access to the jedanderson.org corpus — environmental superintelligence and information physics

M

Memento

jee1

Agent memory MCP server with 4-type cognitive memory, hybrid search, and TTL-based forgetting

H

Heartwood Memory — governed memory for AI agents

jermayne36

Heartwood Memory — governed AI agent memory; signed provenance. BUSL-1.1; not OSI open source

G

goldhold

jerrysrodz

Persistent memory for AI agents. Search, store, and recall across sessions

L

lethe

JesusGarcia9009

Context GC for LLM agents: offload large tool outputs and recall them to save tokens

L

Lumis

jkapadia-techsterllc

Life sciences CRM migration intelligence for module mapping, compliance, and validation.

A

ASTGL Knowledge

Jmeg8r

Search and cite ASTGL articles about MCP servers, local AI, and AI automation

S

Stemem Identity Runtime

JOJO-Adam

Local-first agent persona runtime (MCP): cross-session personality that survives compaction.

P

Palim

joleschmidt

Hosted MCP memory: save sessions/decisions once, search from Claude, Cursor, ChatGPT. EU-hosted FTS

A

AnchorDB

jolovicdev

Persistent code memory for AI agents: notes pinned to files and symbols that survive refactors

S

SOKI (想起) — Personal Memory

kitemir.jp

Personal memory outside the AI. Due dates, loose ends and old notes come back on their own

S

StoryCanon

softglow.jp

A structured story bible for long-form fiction: scenes, characters, world, plot and foreshadowing

A

Archangel Agency MCP

Jthora

Universal Language briefings, FusionGirl context JSONs, service catalog, agent info. x402-enabled

O

omnarai-mcp

justjlee

Deliberation + live 5-model council divergence over the Omnarai multi-AI attributed corpus

M

memory-nexus-mcp

KairosMobius

Persistent semantic memory for AI agents with knowledge graphs and Intelligence Packs

N

nexus-memory-mcp

KairosMobius

Persistent semantic memory for AI agents with knowledge graphs and Intelligence Packs

W

Web2MD

kanavsingla28

Turn any web page into clean Markdown, text or token-bounded RAG chunks (via RapidAPI).

P

pmwiki-mcp

kcofoni

MCP server for searching and reading PmWiki pages with text queries and group filtering

M

md-md

kedarvartak

MCP server for md.md - provides team knowledge context to AI assistants

K

Kelnix Datamind Curator

kelnixsolutions

AI-Ready Data & Context Engineering API. Connect any data source — PostgreSQL, CRMs, APIs — and get clean, structured, AI-ready data in seconds. Natural language queries, semantic vector search, automated PII redaction, deduplication, and AI-powered context building for RAG pipelines

M

MiniRAG

KiMelody

Lightweight self-hosted RAG knowledge base with hybrid retrieval and cited answers

C

claude-desktop-bridge

KiMiGuel

Shared local knowledge vault MCP server for Claude Desktop (Chat + Code)

E

Enterprise Internal Knowledge Base: Production-Ready RAG + MCP

kimsb2429

Production-ready RAG + MCP demo: eval-in-CI merge gate, Langfuse traces, structure-aware chunking

F

freshvault

KIOKO-LAB

Local semantic search over your Obsidian vault, always fresh and never reindexed

A

agent-memory-mcp

kira-autonoma

Agent memory MCP server with provenance tracking, decay-weighted recall, and feedback loops

M

memors

kKEo

Local, explainable knowledge base for AI agents: hybrid search with provenance over SQLite

M

memory-find

kKEo

Local, explainable knowledge base for AI agents: hybrid search with provenance over SQLite

K

Knowledge Graph & Causal Discovery

apifyforge

Knowledge graph causal discovery over multi-domain research data, delivered through a single Model Context Protocol interface

K

Knowledge MCP Server

scitara-cto

No description yet

A

agentpedia-mcp-server

ksaslam311

Search, discover, and contribute to AgentPedia - the knowledge base for AI agents

M

memory-fts

kurovu146

Long-term memory for Claude Code with SQLite FTS5 search and BM25 ranking

A

Amazon knowledge retrieval MCP server (Amazon Agent Atlas)

KuudoAI

MCP retrieval server for indexed Amazon Ads, Seller Central, and Vendor Central knowledge

S

Stashpad

laaielichter

Local memory for any AI agent: Markdown files with sources, a review queue and search.

C

Continuity by Ouroboros Apps

LAHutchins91

Story continuity, novel memory, and series bible for fiction writers, shared with AI assistants

L

Laika Orbit recall

Laika-Dynamics-Ltd

Zero-model recall over your docs: the section that answers a question, in about a millisecond

A

agent-memory

lazymac2x

Cloudflare Workers MCP server: agent-memory

A

ai-agent-scratchpad

lazymac2x

Cloudflare Workers MCP server: ai-agent-scratchpad

W

WhiteMagic — governed local memory for agent continuity

lbailey94

Governed local-first memory and continuity for AI agents; signed receipts, optional hosted lane

E

Ebenova Legal Docs

dgtalquantumleap-ai

Generate legally compliant contracts, NDAs, tenancy agreements, and 24+ more document types across 18 jurisdictions including Nigeria, Kenya, Ghana, UK, USA, Canada.

R

repovine

legann

Checkout-local repository context graph over MCP; `npx repovine setup` wires skills, agents, hooks

L

loreweave

lets-order-some-fries

Durable agent memory over a markdown vault: bitemporal facts, timelines, hybrid graph search

B

BrainTube

lildaddyo

Your saved videos, articles and notes as one knowledge base for Claude, ChatGPT and any MCP client.

L

Linggen - Local RAG

linggen

Local, privacy-focused RAG service for code search via MCP. https://linggen.dev

L

Lipsky Memory MCP

Lipdog

Multi-project memory MCP - A Model Context Protocol server for managing project memory and context

A

author-mcp-server

litheonhq

Recall, check, search, timeline, and graph tools for fiction writers via Seizn Memory v3

L

LivingDocs

dinesh-mys

AI-powered documentation health monitor — detects stale doc comments and suggests updates using Claude. Works as an MCP server for Claude Desktop, Claude Code, and GitHub Copilot.

I

invest-brain

lj22503

A-share investment research: quotes, financials, behavior patterns and trading journals

L

Llmcache

sp98

Stop paying Claude to understand the same code it already understood yesterday.

🤖

🤖 Large Language Models (LLMs)

RahulSaini02

This repo is dedicated to learning and working with large language models (LLMs), prompt engineering, and modern GenAI tools such as LangChain, RAG, and vector databases