Category
Data
Filesystem, databases, object storage, knowledge bases
65 servers in this category · RSS
- Snailclimb Discovered 155.6k
JavaGuide
Java 面试 & 后端通用面试指南，覆盖计算机基础、数据库、分布式、高并发、系统设计与 AI 应用开发
- Anthropic Official 85.6k
Filesystem
Read, write, and search files on the local filesystem with configurable access boundaries.
- Anthropic Official 85.6k
Postgres
Read-only access to a Postgres database — list tables, run SELECTs, inspect schemas.
- Anthropic Official 85.6k
SQLite
Read + write access to a local SQLite database file — full CRUD, schema management.
- Anthropic Official 85.6k
Google Drive
Search, read, and create Google Drive files — Docs, Sheets, Slides, and arbitrary uploads.
- Anthropic Official 85.6k
AWS Knowledge Base
Query a Bedrock Knowledge Base — RAG retrieval over your indexed AWS documents.
- Anthropic Official 85.6k
Redis
Read + write to a Redis instance — strings, hashes, lists, sets, sorted sets.
- netdata Discovered 78.8k
netdata
The fastest path to AI-powered full stack observability, even for lean teams.
- Mintplex-Labs Discovered 60.0k
anything-llm
The all-in-one AI productivity accelerator. On device and privacy first with no annoying setup or configuration.
- mindsdb Discovered 39.2k
mindsdb
AI Data Vault - A query engine for AI Agents to securely query data from any datasource
- 1Panel-dev Discovered 21.0k
MaxKB
🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。
- googleapis Discovered 15.2k
mcp-toolbox
MCP Toolbox for Databases is an open source MCP server for databases.
- JoeanAmier Discovered 11.2k
XHS-Downloader
小红书（XiaoHongShu、RedNote）链接提取/作品采集工具：提取账号发布、收藏、点赞、专辑作品链接；提取搜索结果作品、用户链接；采集小红书作品信息；提取小红书作品下载地址；下载小红书作品文件
- zilliztech Discovered 11.0k
claude-context
Code search MCP for Claude Code. Make entire codebase the context for any coding agent.
- webiny Discovered 8.0k
webiny-js
Open-source, self-hosted CMS platform on AWS serverless (Lambda, DynamoDB, S3). TypeScript framework with multi-tenancy, lifecycle hooks, GraphQL API, and AI-assisted development via MCP server. Built
- wonderwhy-er Discovered 6.0k
DesktopCommanderMCP
This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities
- builderz-labs Discovered 4.8k
mission-control
Self-hosted AI agent orchestration platform: dispatch tasks, run multi-agent workflows, monitor spend, and govern operations from one mission control dashboard.
- agent-infra Discovered 4.7k
sandbox
All-in-One Sandbox for AI Agents that combines Browser, Shell, File, MCP and VSCode Server in a single Docker container.
- panaversity Discovered 4.2k
learn-agentic-ai
Learn Agentic AI using Dapr Agentic Cloud Ascent (DACA) Design Pattern and Agent-Native Cloud Technologies: OpenAI Agents SDK, Memory, MCP, A2A, Knowledge Graphs, Dapr, Rancher Desktop, and Kubernetes
- huangjunsen0406 Discovered 3.3k
py-xiaozhi
A Python-based Xiaozhi AI for users who want the full Xiaozhi experience without owning specialized hardware.
- FlowElement-ai Discovered 3.2k
m_flow
A bio-inspired cognitive memory engine — a new paradigm for Graph RAG.
- NateBJones-Projects Discovered 3.1k
OB1
Open Brain — The infrastructure layer for your thinking. One database, one AI gateway, one chat channel — any AI plugs in. No middleware, no SaaS.
- cheshire-cat-ai Discovered 3.0k
core
AI agent microservice
- rocketride-org Discovered 2.8k
rocketride-server
High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13+ model providers, 8+ vector databases, and agent orchestration, all f
- bytebase Discovered 2.7k
dbhub
Zero-dependency, token-efficient database MCP server for Postgres, MySQL, SQL Server, MariaDB, SQLite.
- taylorwilsdon Discovered 2.4k
google_workspace_mcp
Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server & CLI Tool
- DeusData Discovered 2.3k
codebase-memory-mcp
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 155 languages, sub-ms queries, 99% fewer tokens. Single static binary
- crbnos Discovered 2.1k
carbon
Carbon is an open source ERP, MES and QMS for manufacturing. Perfect for complex assembly, contract manufacturing, and configure to order manufacturing.
- doobidoo Discovered 1.8k
mcp-memory-service
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
- timescale Discovered 1.7k
pg-aiguide
MCP server and Claude plugin for Postgres skills and documentation. Helps AI coding tools generate better PostgreSQL code.
- BlackSnufkin Discovered 1.4k
LitterBox
A self-hosted sandbox for red teams to test payloads against modern detection before deployment. MCP integration lets an LLM agent drive analysis end to end.
- Qdrant Vendor 1.4k
Qdrant
Vector search via Qdrant — semantic-memory store the model can write to and query.
- chunkhound Discovered 1.3k
chunkhound
Local first codebase intelligence
- designcomputer Discovered 1.3k
mysql_mcp_server
A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases
- sheshbabu Discovered 1.1k
zen
Selfhosted notes app. Single golang binary, notes stored as markdown within SQLite, full-text search, very low resource usage
- Dataojitori Discovered 1.1k
nocturne_memory
A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and amnesia. Empower your AI with persistent, graph-like structured memory across any model, s
- dmayboroda Discovered 1.0k
minima
On-premises conversational RAG with configurable containers
- mongodb-js Discovered 1.0k
mongodb-mcp-server
A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.
- lucasastorian Discovered 889
llmwiki
Open Source Implementation of Karpathy's LLM Wiki. Upload documents, connect your Claude account via MCP, and have it write your wiki !
- SoftInstigate Discovered 875
restheart
The Agent-Ready Backend for MongoDB.
- alexander-zuev Discovered 820
supabase-mcp-server
Query MCP enables end-to-end management of Supabase via chat interface: read & write query executions, management API support, automatic migration versioning, access to logs and much more.
- christopherkarani Discovered 732
Wax
Single-file memory layer for AI agents, sub mili-second RAG on Apple Silicon. Metal Optimized On-Device. No Server. No API. One File. Pure Swift
- orneryd Discovered 729
NornicDB
Nornicdb is a distributed low-latency, Graph+Vector, Temporal MVCC with all sub-ms HNSW search, graph traversal, and writes. Using Neo4j Bolt/Cypher and qdrant's gRPC means you can switch with no chan
- Shy2593666979 Discovered 713
AgentChat
AgentChat 是一个基于 LLM 的智能体交流平台，内置默认 Agent 并支持用户自定义 Agent。通过多轮对话和任务协作，Agent 可以理解并协助完成复杂任务。项目集成 LangChain、Function Call、MCP 协议、RAG、Memory、HITL、Skill、Milvus 和 ElasticSearch 等技术，实现高效的知识检索与工具调用，使用 FastAPI 构建
- Community 658
Elasticsearch
Search + index management for Elasticsearch / OpenSearch clusters.
- Neon Vendor 596
Neon
Manage Neon serverless Postgres — projects, branches, databases, roles.
- Chroma Vendor 547
Chroma
Local-first vector database via Chroma — embedded, no separate service needed.
- erikdarlingdata Discovered 375
PerformanceMonitor
Free, open-source SQL Server performance monitoring — 32 collectors, real-time alerts, graphical plan viewer, MCP server for AI analysis. Supports SQL 2016-2025, Azure SQL, AWS RDS.
- aayoawoyemi Discovered 300
Ori-Mnemos
Local-first persistent agentic memory powered by Recursive Memory Harness (RMH). Open source must win.
- Community 278
MongoDB
Query, modify, and administer MongoDB databases — full driver surface.
- wenb1n-dev Discovered 244
mysql_mcp_server_pro
Model Context Protocol (MCP) server that supports secure interaction with MySQL databases and has anomaly analysis capabilities.更加牛逼！更加好用！不仅止于mysql的增删改查功能； 还包含了数据库异常分析能力；且便于开发者们进行个性化的工具扩展
- Denis2054 Discovered 231
Context-Engineering-for-Multi-Agent-Systems
Save thousands of lines of code by building universal, domain-agnostic Multi-Agent Systems (MAS) through high-level semantic orchestration. This repository provides a production-ready blueprint for th
- sachitrafa Discovered 218
YourMemory
Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.
- varun29ankuS Discovered 211
shodh-memory
Cognitive memory for AI agents — learns from use, forgets what's irrelevant, strengthens what matters. Single binary, fully offline.
- furey Discovered 201
mongodb-lens
🍃🔎 MongoDB Lens: Full Featured MCP Server for MongoDB Databases
- yoloshii Discovered 164
ClawMem
On-device memory layer for AI agents. Claude Code, Hermes and OpenClaw. Hooks + MCP server + hybrid RAG search.
- Community 161
Weaviate
Vector + structured search via Weaviate — multimodal RAG with built-in modules.
- mtwn105 Discovered 151
decipher-research-agent
Turn topics, links, and files into AI-generated research notebooks — summarize, explore, and ask anything.
- Community 148
Pinecone
Vector search via Pinecone — managed-cloud RAG store with hybrid search support.
- Community
AWS S3
List, read, write, and manage AWS S3 buckets + objects.
- Snowflake Vendor
Snowflake
Query Snowflake warehouses — SELECT, DDL, schema inspection, role-aware access.
- Community
Databricks
Query Unity Catalog, run notebooks, and manage jobs on Databricks.
- Community
BigQuery
Query Google BigQuery datasets — runs SQL, returns rows + schema.
- Redis Vendor
Redis Search
Redis Stack search + vector + JSON — full RediSearch + RedisJSON surface.
- Community
Tableau
Query Tableau dashboards + extracts via the Tableau REST API.