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MCP server directory

53,325 MCP servers that connect AI assistants to tools and data, from the official MCP Registry and the community lists, updated every hour.

  • 16 categories
  • 33,713 remote servers
  • Updated every hour

2,313 servers

ThrustLabcom.thrustlab/thrustlab Simulate electric UAV powertrains and search a public motor, propeller and battery database. Remote Oct 2026 SheetShiftio.github.everyai-com/sheet-shift Convert and clean tables: CSV, JSON, dedupe, stats. Free. Remote Oct 2026 Bulk Transcription: Audio & Video to Text from CSV or Sheetio.github.Nero-Engine/bulk-transcription Transcribe every audio or video link in a list: plain text, or speakers, timestamps and SRT Remote Oct 2026 Ultralytics Platform MCPio.github.amanharshx/ultralytics-mcp MCP server for Ultralytics Platform projects, datasets, training, prediction, exports, and models. npm Oct 2026 Import Check: Validate & Clean CSVio.github.LeBorgneAntoine/import-check Validate and prepare CSV; reconcile two tables with exact keys and full findings. Fixed free demos. Remote Oct 2026 nuthatchio.github.nightswatchhq/nuthatch Query an EVM contract's indexed history with SQL, via a local nuthatch nest and nuthatch dev. oci Oct 2026 datagokr — 공공데이터포털 검색을 더 쉽게 (find data.go.kr datasets easily)dev.datagokr/datagokr data.go.kr 10.9만 데이터셋을 말로 검색·미리보기(키 불필요). 활용신청·다운로드는 내 계정·키로(데스크탑 확장). Remote Oct 2026 tiny-context — efficient file tools by AVRG3io.github.Warddamn/tiny-context Local document queries, saved extraction profiles, spreadsheet SQL, logs and keyed JSON changes. mcpb Oct 2026 Tileboxcom.tilebox/mcp Query geospatial datasets, manage workflow jobs, deploy published releases, and search Tilebox docs. Remote Oct 2026 Skifflydev.skiffly/mcp Deploy apps and databases on Skiffly: projects, services, deployments, logs, variables, domains. Remote Oct 2026 Bulk Phone Number Validator & Cleaner: Carrier, CSV or Sheetio.github.Nero-Engine/phone-number-validator Bulk phone validation for an Apify dataset, CSV/Excel/JSON file or Google Sheet Remote Oct 2026 Bulk Email Validator & List Cleaner: MX, Disposable & Typosio.github.Nero-Engine/email-list-cleaner Cleans an email list from an Apify dataset, a CSV/Excel file or Google Sheet, keeping every... Remote Oct 2026 Dataset Join & Merge (VLOOKUP for Datasets)io.github.Nero-Engine/dataset-join-merge-full Returns two Apify datasets, files or Google Sheets by URL, or JSON arrays joined on key fields... Remote Oct 2026 WHOIS Lookup & Domain Age Checker: Bulk Expiry, RDAP from CSVio.github.Nero-Engine/domain-whois-checker Registration date, expiry, domain age, registrar and nameservers for every domain in an Apify... Remote Oct 2026 Dataset Filter & Transformio.github.Nero-Engine/dataset-filter-transform-full Returns rows of any Apify dataset, CSV/Excel/JSON file URL or Google Sheet that pass filter... Remote Oct 2026 Dataset Cleaner & Exporterio.github.Nero-Engine/dataset-cleaner-exporter-full Returns a deduplicated, flattened and cleaned copy of any Apify dataset, file or Google Sheet by... Remote Oct 2026 Dataset Diff & Change Detector: Only New Itemsio.github.Nero-Engine/dataset-diff-detector-full Returns what was added, removed or changed between two Apify datasets, files, Google Sheets or... Remote Oct 2026 Dataset Aggregate, Group By & Pivotio.github.Nero-Engine/dataset-aggregate-pivot-full Returns GROUP BY and pivot tables for any Apify dataset, file or Google Sheet by URL, or JSON... Remote Oct 2026 Bulk OCR: Image & Scanned PDF to Text from CSV or Google Sheetio.github.Nero-Engine/bulk-ocr-image-pdf-to-text OCR every image and scanned PDF linked in an Apify dataset, CSV, Excel or Google Sheet, keeping... Remote Oct 2026 Bulk PageSpeed & Lighthouse Checker: Core Web Vitals from CSVio.github.Nero-Engine/bulk-pagespeed-checker Google PageSpeed Insights (Lighthouse) scores, Core Web Vitals and top speed fixes for every URL... Remote Oct 2026 Bulk AI Image Upscaler from CSV, Google Sheet or Datasetio.github.Nero-Engine/bulk-image-upscaler Upscales every image linked in a dataset, CSV, Excel file or Google Sheet 2x, 3x or 4x with AI... Remote Oct 2026 Bulk Image & File Downloader from CSV, Google Sheet or Datasetio.github.Nero-Engine/bulk-file-downloader Downloads every image or file linked in a dataset, CSV, Excel or Google Sheet and stores each... Remote Oct 2026 amu-pgvectorio.github.sangaraju1988/amu-pgvector Lineage-gated agent memory tools on Postgres + pgvector, enforced by row-level security. pypi Oct 2026 SchemaCrawler MCP Server Usagegithub.com/schemacrawler/SchemaCrawler-MCP-Server-Usage Connect to any relational database to get valid SQL and ask questions about the schema, such as what a column prefix means. Community Oct 2026 Moltbot Dencom.moltbotden/mcp AI agent platform: hosting (VMs, Postgres, Redis, storage), media generation, an inbox per agent. Remote Oct 2026 AI for Databasecom.aifordatabase/aifordatabase Ask your databases questions in plain English, run read-only SQL and set up data alerts. Remote Sep 2026 AgentSQLio.github.cuipengdba/agentsql Guard AI agents' PostgreSQL/MySQL access via MCP: SQL audit, auth, masking, write approval Remote Sep 2026 Taiwan Market Open Data (Unofficial)io.github.taux-io/twse-mcp Unofficial. TWSE & TAIFEX open data for AI: stock, ETF & futures snapshots, quotes, 270+ datasets. Remote Sep 2026 GuideDoc Documentary Databasetv.guidedoc/documentary-database Search public documentary film reference pages and check which titles stream on GuideDoc. Remote Sep 2026 Dubai Data — Dubai real estate statisticsae.datadubai/dubai-real-estate Dubai property prices, AED/sqft, sales, rents, yields and projects from DLD registered transactions. Remote Sep 2026 Hostwatchio.github.sergii-ziborov/hostwatch Observe and safely control sites, TLS, containers, traffic, databases and jobs with Hostwatch. Remote Sep 2026 Morocco communesio.github.zkousama/morocco-communes Morocco's régions, provinces and communes: HCP codes, names, census population and boundaries Remote Sep 2026 DataSocialio.github.hashfunction-dev/datasocial-mcp Query a TikTok data warehouse (creators, videos, sounds, daily history) with read-only SQL. Remote Sep 2026 コエカツjp.yomitasu/datasetsearch-jp 誰でも無料でアンケートの作成・投票ができるアンケートサイトです。（datasetsearch.jp の内容を検索して答える。ヨミタス経由） Remote Sep 2026 Anomaly AIio.github.anomaly-ai/anomaly AI data analyst: ask about your Excel, CSV, GA4 or database data and get charts and dashboards back Remote Sep 2026 LogiSheetsio.github.logisky/logisheets-mcp An Excel-compatible spreadsheet engine for agents: deterministic formulas, block memory, real .xlsx. npm Sep 2026 Unicefio.github.pipeworx-io/unicef UNICEF Data (UN Children's Fund) MCP — global statistics on child health, Remote Sep 2026 Unesco Uisio.github.pipeworx-io/unesco-uis UNESCO Institute for Statistics (UIS) MCP — keyless. Remote Sep 2026 Estat Japanio.github.pipeworx-io/estat-japan e-Stat (Japan) MCP — government statistics Remote Sep 2026 Seamarkapp.seamark/seamark Personal sailing voyage log: trips, legs, ships, crew and GPX tracks with honest statistics. Remote Sep 2026 Sellbaseio.github.jlgavel011/sellbase Open source commerce in your own Supabase: catalog, checkout, orders and bookings, run by your AI. npm Sep 2026 Ciro Cesar Maciel — Free Toolsclick.ciromaciel/tools Free, no sign-in: favicons, web to Markdown, CSV to chart, text to speech, time zones, passwords. Remote Sep 2026 Suomiatlas — Finnish area statisticscom.suomiatlas/area-statistics Finnish postal-area and municipality statistics; rank, compare, history, air quality, nearby places Remote Sep 2026 Mnemostackgithub.com/udjin-labs/mnemostack Self-hosted hybrid agent memory on Qdrant combining vector search, BM25, temporal retrieval and an optional Memgraph knowledge graph via rank fusion. Community Sep 2026 MCP Redis Monitorgithub.com/antonio-mello-ai/mcp-redis-monitor Read-only Redis monitoring: queue depths, Celery queue status, connected clients, server and memory stats, and key counts per database. Community Sep 2026 Postgres (read-only)io.github.contextflo/postgres-mcp Read-only Postgres: drop-in for the archived server-postgres, with schema context. npm Sep 2026 Patent MCP Serverio.github.deeparchi-ai/patent-mcp-server Patent search over 1.4B global records via Google Patents on BigQuery, with CN coverage. pypi Sep 2026 Citadeldev.citadeldb/mcp Encrypted-first embedded database with vector search and agent memory, exposed as MCP tools pypi Sep 2026

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.