MCP Servers

M

Marrow

aryawidjaja

Shared memory for parallel AI coding agents. Local, free, with rooms and file claims

Q

quillrag

Ayush-yadav11

Single-binary local RAG MCP server in Rust. MiniLM compiled in, hybrid search, zero deps.

C

CogZ

balaianu

Local-first engineering cognition for AI coding agents, persistent memory over your codebase

M

MAXential-Thinking-MCP

BAM-DevCrew

11 focused tools for structured thinking, branching, revision, and navigation

D

Darwin RAG

Brightdotdev

Local-first RAG engine with MCP server for AI agent integration

S

soulsketch

bytewizard42i

Portable, user-owned AI memory packs: read, validate, fingerprint, diff, and observe

C

CC-MCP

Beginnersguide138

Revolutionary AI context management: solving LLM memory loss in long conversations

C

Claimidx

claimidx

Prior art for AI agents. claim --yes --share-yes shares to the commons; claim --yes stays local.

G

guard

codapult

Local-first architecture guardrails and project context for JS/TS AI coding agents

C

CliDeck MCP — Network Knowledge

clideck.com

Free verified network knowledge for AI agents: deterministic answers, honest unknowns

G

GRAFOMEM CGR Capture

grafomem.com

Record agent judgments and their real outcomes on GRAFOMEM Cloud. Capture now, score later.

W

WingmanProtocol Agent Gateway

agent.wingmanprotocol.com

Durable memory, headless browser and research for agents. Pay per call: x402 USDC on Base or credits

W

wikidata-mcp-server

cyanheads

Search and fetch Wikidata entities, execute SPARQL queries, and resolve external identifiers

G

gosidian

daniele-chiappa

Self-hosted Obsidian-compatible markdown vault with a web UI and a 71-tool MCP server for AI agents

D

DataRaum

dataraum

Pre-computed metadata context engine for AI-driven data analytics

C

Citadel

citadeldb.dev

Encrypted-first embedded database with vector search and agent memory, exposed as MCP tools

L

Library Docs MCP Server

vikramdse

Library docs MCP server

P

Pairoa

pairoa

Private agent-to-agent matching over MCP — any two-sided need (people or buy/sell), on a real fit.

D

docs-to-mcp-cli

AzureDevOpsAPI

A CLI utility for turning your docs into a stdio MCP server

D

Documentation MCP Server 📚🔍

sagacious-satadru

An MCP server that can work with Claude desktop to fetch documentation from langchain, llama-index, and OpenAI

K

keymem

donggyun112

Associative key-graph memory for LLM agents, recalling by association rather than vector similarity

E

Easy Memory

FlippySun

Easy Memory MCP - Dual-engine embedding service with Qdrant vector store

M

MCP Server: Elasticsearch semantic search tool

jedrazb

MCP server to search up-to-date Elasticsearch docs.

M

memex

evan-moon

Local-first second brain with semantic search. Markdown notes indexed by a local ML model

E

EVC Team Relay MCP

entire-vc

MCP server for reading and writing Obsidian vault documents via EVC Team Relay

F

Factum

factum-project

Auditable memory for AI agents: provenance, cascade retraction, conflict refusal

A

al-buddy-memory

flytomoon

Governed local memory for AI agents: facts are retired, not overwritten, and every call is audited

M

MarkIt

FuzulsFriend

Search, save, and set reminders in your personal MarkIt library of links, posts, and notes.

H

Hicortex — AI Fleet Memory

gamaze-labs

Shared fleet memory for AI agents: nightly self-correction, recall every prompt (supported agents)

S

smart-connections

gogogadgetbytes

MCP server for Obsidian Smart Connections. Semantic search using your vault's embeddings.

F

Facthouse

gordonkjlee

Local AI memory: neuroscience-inspired Data→Information→Knowledge in SQLite you own

F

FactMem

gordonkjlee

A local memory engine. You own the SQLite file. Not Mem0's hosted OpenMemory MCP

G

Graphify

Graphify-Labs

Search indexed code, trace dependencies, assess change impact, and recall repository memory

W

Workfile

illodev

Repository-native protocol and local MCP server for Work, Docs, History and durable project Memory

G

gjalla

gjalla.io

Hosted self-curating shared memory that keeps your agents working like a high-performing team

S

sepiace

sepiace.io

Long-term memory for AI agents. Pass one sentence, and it remembers, recalls, or forgets

F

Firekeep

kapella-hub

Self-hosted operating layer for AI agents: knowledge, continuity, coordination, and governance.

K

knowledge-mcp

simon-k

MCP server that serves knowledge from a Neo4J database

K

Knowmint Mcp Server

Sou0327

AI agent knowledge marketplace. Discover, purchase, and retrieve human expertise via x402 on Solana. Tools: km_search, km_get_detail, km_purchase, km_get_content, km_publish.

L

limpet

KSym04

Persistent engineering memory for AI coding agents. Survives refactors, knows when it is stale

L

Logichive

Ayato-AI-for-Auto

Professional AI Logic Hub: accumulate, verify, and reuse high-quality code assets via MCP. Built to free you from mundane tasks like code copy and remember logic.

P

personalbrain-mcp

lonniev

FastMCP server for TheBrain API: AI access to a personal knowledge graph, Tollbooth-monetized

M

mismem

lucasmella-stack

Cooperative persistent memory for LLMs: episodes, memories and traits over SQLite (FTS5, Hebbian)

P

Pipe Docs (SPR) MCP Server

MachuraHarry

Docs + source RAG for Pipe language: semantic search, cited answers, code symbol lookup

T

thread-mind

mahmoud-nb

Git-friendly memory for AI coding: a tree of thread summaries with inherited context

S

SmartMemory

MauriceIsrael

Neuro-symbolic memory for LLMs (POC)

A

Ariadne

mclaut

Local-first multilingual, auditable memory for Codex, Claude Code, and MCP clients

M

Mcp Npm_docs Server

bsmi021

An MCP server that provides a tool to fetch metadata and documentation (including README content) for NPM packages, using a local cache to improve performance.

M

Model Context Provider (MCP) Server

Ronak501

No description yet

🔍

🔍 MCP Server - Vector Search

miosomos

MCP Server to improve LLM context through vector search

M

MCP-Smallest.ai

VinayakTiwari1103

MCP-smallest-ai

M

MCP Synaptic

jvanmelckebeke

Memory-enhanced MCP server with local RAG database and expiring memory capabilities.

M

MCP-TEAMATE

aokihu

MCP server for AI cooperation.

M

Memory MCP 服务器

shadowcz007

One-click startup of Memory MCP, providing SSE service externally

M

Memphora

Memphora

Add persistent memory to AI assistants. Store and recall info across conversations.

C

canonic

mischuh

The open context layer for data agents

M

Mneme

TheGoatPsy

Local-first, audit-safe memory for Claude Code and MCP clients

M

Mnemon — Persistent Layered Memory for AI Agents

nikitacometa

Persistent 4-layer memory (episodic, semantic, procedural, resource) backed by SQLite FTS5. Fact versioning, Snowball stemming (EN+RU), BM25 ranking. Zero-cloud, single-file database. 7 MCP tools

A

atlassian-dc-mcp-confluence

MrRefactoring

MCP server for Atlassian Confluence Data Center — access and manage content

S

SmartGate

smartgate.network

Hosted MCP: search, fetch, compress, dedup, budget, memory, pipelines. Not an LLM proxy.