C

Cratedb

crate

CrateDB MCP Server for natural-language Text-to-SQL and documentation retrieval.

D

Diariz

kenhayward

Self-hosted, multi-user transcription platform: record or upload audio. Speaker-labeled, timestamped transcripts, Recognize speakers across recordings, Summarize, extract action items and chat over yo

M

MCP Memory

corporatepiyush

MCP Knowledge Graph Persistent Memory server written in Rust

C

Cortex

JoseJimenez-M

Self-hosted MCP server that lets Claude, ChatGPT, Meta Muse and any MCP client read and write one Markdown vault (Obsidian-compatible). Go, OAuth 2.1 with passkeys, no shell, no hard deletes.

C

Codesynapse

sohilladhani

MCP server for code intelligence - maps source code into a knowledge graph so AI tools understand architecture, not just files. Built in Rust.

Z

Zed MCP Server Threadbridge

dereklei12

Model Context Protocol Server for persistent AI memory with hybrid semantic search on Zed

C

Cursor Kg

Nonymaus

High-performance Knowledge Graph MCP Server for Cursor IDE with local embeddings, advanced search, and comprehensive security features

D

Dexio

dexio-wiki

One wiki for all your agents. The server behind dexio.wiki: MCP, the web app, history and sharing.

R

RE Call MCP Memory Server

Oficial

io.github.GiulioDER

Agent memory on SQLite or Postgres that flags superseded facts and abstains instead of guessing.

V

Vault

dignite-projects

Channel layer that turns any content needing IDP — scans, photos, image PDFs, Office files — into trustworthy structured data (OCR + Markdown + metadata + optional field extraction), exposed via REST

F

Frootai

frootai

From the Roots to the Fruits !

M

MIND

Oficial

io.github.theastraway

MIND knowledge-graph memory for agents. 44 tools: CRM, Life, MoneyMIND, Budget, Sheets, Email, Sign.

R

Ragmap

khalidsaidi

Find a retrieval MCP server that works today: a daily-checked list of MCP servers that search knowledge

C

Chronos Protocol

n0zer0d4y

A robust MCP server that eliminates temporal blindness in AI coding agents through intelligent time tracking, persistent memory, and complete session traceability

G

Garage Rag

lwm-luminx

A utility for reading in the corpus of your life...

P

Prod Code

alex09x

Remote code intelligence and build server for AI coding agents via MCP: semantic navigation, safe refactoring, builds and tests on remote nodes.

P

Picoqmd

altSeneca

Lightweight QMD alternative: fully local hybrid search engine (BM25 + vector + rerank) and MCP server in a single ~15MB Go binary. No Node.js. Runs on Raspberry Pi.

M

Multilingual Dictionary

Eyalm321

MCP server for multilingual dictionary lookups with word relations (synonyms, antonyms, hypernyms, translations, etc.) covering all languages via ConceptNet, Wiktionary, and Datamuse

F

Ferrosa Memory

ferrosadb

Ferrosa Memory is an MCP-native memory server. Typed facts with history, plans, skills, graph relationships and folded context — returned by meaning, keyword, sound, or graph traversal. Forgetting is

R

ReadAnyDoc

arpitpatel25

Open-source Reducto alternative: parse PDFs, scans and forms into Markdown, tables and typed data with a citation for every value. Claude Haiku or any model. Python library, MCP server, Reducto-compat

B

Beret

chapeaux

MCP server that builds an in-memory RDF knowledge graph of your codebase and exposes it via SPARQL queries

H

Hot

hot-dev

Hot Dev: Hot Language and AI Workflow/Agents Platform

A

Aigc Cli

martianzhang

Terminal-native AIGC toolkit: multi-provider image/video/audio generation, Midjourney, chat, AIGC forensics, knowledge base, MCP Server. 终端原生 AIGC 工具包：多厂商图片/视频/音频生成、Midjourney、AI 对话、AIGC 取证、知识库、MCP 集成

G

GoldPan

ptai-eng

Privacy-first Multimodal Data Refinery, Repo Context Firewall (Prompt Injection & Trojan Source Defense), Offline Vietnamese OCR, Multilingual E5 ONNX + SQLite FTS5 RAG & 9-Tool MCP Server.

R

Ridge

olgasafonova

MCP server that reverse-engineers architecture from code (Go, TypeScript, Python) and markdown into a structured graph. Detects drift between any two branches, tags, or commits

P

Passbaton

leesgit

Session continuity for AI coding agents — your agent picks up where it left off. Persistent memory for Claude Code, OpenAI Codex CLI & Google Gemini CLI, sharing one local db: auto context injection,

Q

Qdrant

weverkley

A high-performance Model Context Protocol (MCP) server written in Go that acts as a real-time Retrieval-Augmented Generation (RAG) agent for your codebases.

N

Notebooklm Api

ishandutta2007

Python API and agentic skill for Google Gemini Notebook

O

Outline MCP Rs

nizovtsevnv

Outline knowledge base MCP Server

M

MemorizedMCP

PerkyZZ999

MemorizedMCP delivers a high‑performance, local‑first MCP Server in Rust that equips AI agents with an advanced hybrid memory system. It combines a knowledge graph, vector embeddings, and full‑text se

A

Agent Infrastructure Landscape

MrPeppersDev

AI agent memory & infrastructure landscape — comparative catalog of 912 systems × 68 columns covering memory layers, agent frameworks, runtimes, vector stores, knowledge graphs, MCP servers, benchmark

C

Cgx

AayushBahukhandi

Turn any Git repo into a queryable knowledge graph. Tree-sitter + git history + DuckDB + WebGL graph. MCP server for Cursor & Claude Code.

M

Mddb

tradik

Embedded knowledge base with 114 MCP tools, hybrid BM25+vector search and RAG. One Go binary.

A

Agentbrain

2672243194

Local-first long-term memory for AI agents - plain Markdown vault + thin MCP server. CJK-aware BM25, token-efficient by design.

C

Companion For Claude

cavi-ai

Chat with your Obsidian notes, build research maps and review proposed edits using your chosen model connection.

A

Atlas Mind

Anakior

Self-hostable, git-native knowledge base & AI memory (MCP) — your notes stay plain Markdown files in your own git repo. Pure-stdlib Python, no database. AGPL-3.0.