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MCP server directory

53,711 MCP servers that connect AI assistants to tools and data, from the official MCP Registry and the community lists, updated every hour.

  • 16 categories
  • 34,030 remote servers
  • Updated every hour

2,321 servers

Memory MCP Serverio.github.j0hanz/memory-mcp SQLite-backed MCP server for persistent memory, full-text retrieval, and graph traversal. npm Mar 2026 ESG MCP Serversio.github.freminder/esg-mcp-servers 31 MCP tools for ESG data extraction, PDF processing, vector search, and EU regulation analysis. pypi Feb 2026 Nova Scotia Data Explorerio.github.SevaSk/nova-scotia-data-explorer Query and explore Nova Scotia open datasets via the Socrata SODA API. Remote Feb 2026 Tat MCP Servergithub.com/theagenttimes/tat-mcp-server Query articles, statistics, the wire feed, comments, citations and agent leaderboards from The Agent Times, a newspaper covering the agent economy. Community Feb 2026 TeamMemoryio.github.ysydhc/team-memory Team experience database - let AI accumulate, retrieve and apply team knowledge across chats. pypi Feb 2026 refcheckio.github.benchoi93/refcheck Verify academic citations against real databases. Catches hallucinated references, exports BibTeX. pypi Feb 2026 SQL Sentinel MCP Serverio.github.tkmawarire/sql-sentinel SQL Server monitoring and diagnostics for AI agents using Extended Events. No ODBC drivers required. nugetoci Feb 2026 Intelligence Aeternumio.github.codex-curator/intelligence-aeternum-mcp AI training dataset marketplace: 2M+ museum artworks with Golden Codex enrichment Remote Feb 2026 Exploit Intelligence Platform — CVE, Vulnerability and Exploit Databasecom.exploit-intel/eip-mcp Real-time CVE, exploit, and vulnerability intelligence for AI assistants (350K+ CVEs, 115K+ PoCs) Remote pypi Feb 2026 hmem — Humanlike Memory for AI Agentsio.github.Bumblebiber/hmem-mcp Persistent 5-level hierarchical memory for AI agents. SQLite-backed, lazy-loaded. npm Feb 2026 Italy OpenDataio.github.stucchi/italy-opendata Italian open data: municipalities, provinces, regions, postal codes, coordinates. pypi Feb 2026 Japan Corporate MCPgithub.com/yamariki-hub/japan-corporate-mcp Japanese corporate data via government APIs (gBizINFO, EDINET, e-Stat): companies, financials, patents, subsidies, procurement and government statistics. Community Feb 2026 agentmemio.github.oxgeneral/agentmem Lightweight persistent memory for AI agents. Hybrid search. 16 tools. One SQLite file. Feb 2026 MCP Ragchatgithub.com/gogabrielordonez/mcp-ragchat Add RAG-based AI chat to any website: local vector store, OpenAI, Anthropic or Gemini models, a self-contained chat server and an embeddable widget. Community Feb 2026 SqlAugurio.github.mbentham/sqlaugur MCP server providing AI assistants with safe, read-only SQL Server access nuget Feb 2026 Xiyan MCP Servergithub.com/XGenerationLab/xiyan_mcp_server Fetch data from databases with natural-language queries, using XiyanSQL as the text-to-SQL model. Community Feb 2026 Virtual Filesystemio.github.lu-zhengda/virtual-fs PostgreSQL-backed virtual filesystem for agents: session isolation, shared stores, POSIX ops, RLS. npm Feb 2026 GWAS Bioinformatics MCP Serverio.github.zaeyasa/gwas-mcp Access 30+ bioinformatics tools from 14 databases. pypi Feb 2026 Spark SQLio.github.aidancorrell/spark-sql-mcp-server Query Spark SQL clusters via Thrift/HiveServer2. Works with Spark, EMR, Hive, Impala. pypi Feb 2026 PowerBI MCP Serverio.github.gurvinder-dhillon/powerbi-mcp PowerBI REST API integration. Query workspaces, datasets, and execute DAX queries via MCP. pypi Feb 2026 db-mcp (SQLite MCP Server)io.github.neverinfamous/db-mcp SQLite MCP server with OAuth 2.1, HTTP/SSE, 122 tools, and smart tool filtering npmoci Feb 2026 Imessage Query Fastmcp MCP Servergithub.com/hannesrudolph/imessage-query-fastmcp-mcp-server Safe access to the iMessage database to query and analyze conversations, with phone number validation and attachment handling. Community Feb 2026 DB Connect MCPio.github.yugui923/db-connect-mcp Multi-database MCP server for PostgreSQL, MySQL, and ClickHouse pypi Feb 2026 SQLitegithub.com/panasenco/mcp-sqlite MCP server for SQLite files. Supports Datasette-compatible metadata! Community Jan 2026 MCP Servergithub.com/devflowinc/trieve/tree/main/clients/mcp-server Crawl, embed, chunk, search and retrieve information from datasets through Trieve. Community Jan 2026 PostgreSQL MCP Serverio.github.neverinfamous/postgres-mcp PostgreSQL MCP server with 203 tools, connection pooling, HTTP/SSE, OAuth 2.1, and tool filtering npmoci Jan 2026 Subscription Tracker MCPgithub.com/nckhemanth0/subscription-tracker-mcp Subscription management with Gmail and MySQL integration. Community Jan 2026 DreamFactorygithub.com/dreamfactorysoftware/df-mcp An MCP server for securely (via RBAC) talking to on-premise and cloud MS SQL Server, MySQL, PostgreSQL databases and other data sources. Community Jan 2026 Go MCP Mysqlgithub.com/Zhwt/go-mcp-mysql MySQL access with a configurable read-only mode and schema inspection. Community Jan 2026 Transform Rules MCP Serverio.github.vinhphatfsg/transform-rules-mcp MCP server for CSV/JSON data transformation using YAML rules mcpb Jan 2026 Context Keepergithub.com/redleaves/context-keeper LLM-driven context and memory management: short- and long-term memory with vector, timeline and knowledge graph retrieval plus reranking. Community Jan 2026 MCP AutoMemio.github.verygoodplugins/mcp-automem Graph-vector memory for AI assistants using FalkorDB and Qdrant Remote npm Jan 2026 DataLinkio.github.pilat/mcp-datalink MCP server for secure database access (PostgreSQL, MySQL, SQLite) npm Jan 2026 U2 MCP Serverio.github.bpamiri/u2-mcp Connect AI assistants to Rocket Universe/UniData MultiValue databases via MCP. pypi Dec 2025 Polyglot Database MCPio.github.hyperpolymath/poly-db-mcp Unified MCP for 20 databases: SurrealDB, ArangoDB, Virtuoso, CouchDB, Cassandra, and more oci Dec 2025 PostgreSQL performance Tuner MCP Serverio.github.isdaniel/pgtuner_mcp provides AI-powered PostgreSQL performance tuning capabilities. pypi Dec 2025 Memory MCPgithub.com/JamesANZ/memory-mcp Store and retrieve conversation memories from multiple LLMs in MongoDB, with timestamps and LLM identification. Community Dec 2025 PostgreSQL MCP Serverio.github.neverinfamous/postgres-mcp-server Enterprise PostgreSQL MCP server with 63 tools, 10 resources, 10 prompts for AI-native operations oci Dec 2025 Local FAISS MCP Serverio.github.nonatofabio/local-faiss-mcp Local FAISS vector database for RAG with document ingestion, semantic search, and MCP prompts. pypi Dec 2025 OECD MCP Serverio.github.isakskogstad/oecd-mcp OECD economic and statistical data via SDMX API. Access 5,000+ datasets across 17 categories. Remote Dec 2025 Kolada MCP Serverio.github.isakskogstad/kolada-mcp Swedish municipality statistics from Kolada API. 6000+ KPIs for all 290 municipalities. Remote npm Nov 2025 Powerdrillgithub.com/powerdrillai/powerdrill-mcp An MCP server that provides tools to interact with Powerdrill datasets, enabling smart AI data analysis and insights. Community Nov 2025 MCP Mysql Servergithub.com/f4ww4z/mcp-mysql-server MySQL database integration for secure database operations. Community Nov 2025 Zaturngithub.com/kdqed/zaturn Link multiple data sources (SQL, CSV, Parquet and more) and analyze the data for insights and visualizations. Community Nov 2025 ChromaDB Remote MCP Serverio.github.meloncafe/chromadb-remote-mcp Remote ChromaDB vector database MCP server with streamable HTTP transport Remote oci Oct 2025 OSS Snowflake MCP Serverio.github.Snowflake-Labs/mcp MCP Server for Snowflake from Snowflake Labs pypi Oct 2025 Alkemi MCPgithub.com/alkemi-ai/alkemi-mcp Query Snowflake, Google BigQuery and Databricks data products in natural language through Alkemi. Community Oct 2025 CoderSwap MCP Serverio.github.njlnaet/coderswap-mcp-server Build searchable AI research knowledge bases with hybrid vector search directly in Claude Desktop. npm Oct 2025

From the official MCP Registry. Listing is not an endorsement: review a server's code and permissions before giving it access to your data. Last synced Oct 28, 2026.

Frequently asked questions

What is MCP?

The Model Context Protocol is an open standard that lets an AI assistant (Claude, ChatGPT, Cursor, an agent) call outside tools and read outside data through a "server". A remote server is a URL you add to your client; a local one runs on your computer from a package (npm, PyPI, Docker).

How do I add an MCP server to Claude or Cursor?

Open the server's page here and copy its configuration block into your client's MCP settings file, then restart the client. Remote servers need only the URL; local ones need Node (npx), Python (uvx) or Docker installed.

Are these servers safe?

Anyone can publish to the registry. A server can read what you give it access to and act on your behalf, so prefer servers with public source code from a publisher you recognise, and grant the smallest scope that works.