A

Ai Doctor

Jevon-Zhong

‍ Ai智能医生聊天助手-这是一个前端基于Vue3、TS、后端基于Nest.js、MongoDB、Redis、Milvus并结合大模型、RAG等技术实现的医疗库智能问答系统，能结合大模型的生成能力和上传的专业医疗领域知识库针对提问给出专业回答。同时具备工具调用能力，可使用MCP集成网页爬取能力让大模型根据网址对应的医疗领域文章进行分析和输出。

L

Locus

Magnifico4625

Persistent project-aware memory for AI coding tools. Built on MCP. Works with Codex, Claude Code, and other MCP-compatible clients.

M

Mcpfoundry

FidarOrg

Forge production-ready MCP servers from databases or OpenAPI specs.

M

Midas

vornicx

Local-first, eval-first memory for long-horizon AI agents — no LLM at ingest. Python SDK + MCP server with source-traceable recall, belief revision, selective forgetting, and reproducible benchmarks.

Q

Qdrant MCP Pi5

rockywuest

Persistent semantic memory for AI agents on Raspberry Pi 5 — local Qdrant + MCP, no cloud, ~3s per query

L

Local Memory

studiomeyer-io

Persistent local memory for Claude, Cursor & Codex. 21 MCP tools, hybrid retrieval (BM25 + vector RRF), bi-temporal queries, contradiction detection. SQLite + Knowledge Graph. No cloud, no API keys. n

N

Nxopen

mingfeng6684

MCP server giving AI coding agents accurate Siemens NXOpen .NET API knowledge via hybrid retrieval (BGE-M3 + sqlite-vec), built from your own licensed NX installation

H

Hermes Fleet Memory

amrlazw

Zero-bloat distributed vector memory, hardware-enforced domain firewalls, and NAT-traversing execution mesh for multi-instance Hermes agent fleets.

K

Kremis

TyKolt

A minimal graph engine for grounded AI — records, associates, and retrieves, but never invents. Written in Rust.

A

Azeroth World Editor

DMCK96

Azeroth World Editor (AWE): a 3D world and quest editor for AzerothCore servers with built in MCP support

M

MAMA

jungjaehoon-lifegamez

Local-first operating memory for AI coding agents - Claude Code, Codex, and any MCP client. Tracks decisions and their evolution. SQLite + on-device embeddings, no cloud.

N

NestRS

YV17labs

The Rust framework for modular, scalable backends — you write the business logic, it carries the rest.

N

NexusMem

yaminbkk

Your agent can read git log. It can't read the shell commands you tried that failed. NexusMem indexes shell history with exit codes, git commits and diffs, and project docs into a local SQLite databas

M

Mongo

1RB

MCP server that provide tools to LLMs such as claude in cursor to interact with MongoDB

M

MCP Nvd

marcoeg

An MCP server to query the NIST National Vulnerability Database (NVD)

T

Text To Sql

tmstack

一个基于 FastMCP 框架的安全数据库查询 MCP 服务，用于数据库查询和分析。

M

MCPQL

hendrickcastro

MCPQL - MCP Server for SQL Server database operations and analysis

B

Brain Oss

make0-official

AI memory for Claude Code, Cursor, Codex, Windsurf, and every MCP agent: one shared, versioned memory in a local MCP server. Offline, no API key.

T

Txtai Assistant

rmtech1

Model Context Protocol (MCP) server implementation for semantic vector search and memory management using TxtAI. This server provides a robust API for storing, retrieving, and managing text-based memo

S

Sqlite Graph Memory

tonydzi

Agent memory for Claude Code, Cursor, Codex: MCP server + Graph RAG over your Obsidian or markdown notes, a search layer for a Karpathy-style LLM Wiki. Wikilinks are the graph, SQLite the only store.

M

Msty Admin

M-Pineapple

AI-powered administration for Msty Studio Desktop. 56 MCP tools for database insights, config sync, local model orchestration, and Claude handoff workflows.

R

Redis

mcp

Access to Redis database operations.

O

Oracle

yyue9527

A Model Context Protocol (MCP) server implementation for Oracle database operations

S

Schemacrawler Ai

Offiziell

io.github.schemacrawler

Enables natural language schema queries — explore tables, keys, procedures, and get SQL help fast

T

TaskTracker

yumiaura

A task board Claude fills in for itself: a Claude Code plugin that mirrors Claude's task list onto a per-project board, with MCP tools and a local web panel.

A

Atlasmemory

Bpolat0

Proof-backed, drift-resistant AI memory for your codebase. 11 languages, 28 MCP tools, evidence-linked claims.

O

Ondocs

dgesteves

Open-source Ask AI for your docs, with an MCP server for agents: cited answers on your own model key, from one static index built with your site. No vendor, no vector database. Starlight, Docusaurus a

K

Kamehadb

asta-nguyen

KamehaDB is a cross-platform database GUI - AI. Support query via human language

C

Core

NexQL-OSS

Intelligent PostgreSQL tooling for VS Code | Build, explore, and query Postgres faster

F

Finishup

orgFinishUP

FinishUP — local-first structured work evidence, deterministic checks, and honest verification receipts.

G

GemsAPI

sruckh

A FastAPI and MCP server connected to Supabase table for managing, testing, and programmatically accessing LLM System Instructions, System Prompts, BOTs, Google Gems.

D

Dbdense

ValkDB

Offline database schema context for LLM agents. Extract once, serve via MCP — no live DB needed.

M

MCP Database

vinkius-labs

Vinkius Open Data Initiative: The world's largest open-source database of Model Context Protocol (MCP) servers. Production-ready metadata connecting AI agents to APIs and enterprise tools.

S

Snowflake

dynamike

MCP Server for connecting to Snowflake with read-only questions

M

Mac Whisper Tool

dayflower

A CLI tool and MCP server for accessing meeting transcriptions from MacWhisper's database.

B

Bio

qgeng1465

BioMCP — bioinformatics MCP server: 83 tools · 43 databases · PubMed/NCBI/BLAST/PDB/UniProt/enrichment · `pip install biomcp-server` · 生信 MCP 服务器