MCP server directory
53,131 MCP servers that connect AI assistants to tools and data, from the official MCP Registry and the community lists, updated every hour.
- 16 categories
- 33,617 remote servers
- Updated every hour
Errandkit PDF to Markdown, Tables & RAG Chunkscom.errandkit/pdf-to-markdown-tables
PDF, DOCX and scans to Markdown, CSV tables and RAG chunks with OCR. Runs on Apify.
Errandkit Census Tract & Demographicscom.errandkit/census-tract-demographics
Geocode US addresses to census tracts and add ACS demographics. Runs on Apify.
Errandkit Spreadsheet Doctorcom.errandkit/spreadsheet-doctor
Clean, dedupe, join and reconcile CSV/Excel files. Runs on Apify, pay per use.
Data Quality Gateai.contentsweep/data-quality-gate
Check entire lead, order and inventory CSV/JSONL against approved contracts before writes.
DataRunnerapp.datarunner/datarunner
Query, monitor and schedule SQL across your databases: schemas, read-only SQL, alerts, hosts.
nifi-clickhouse-kafka-mcpio.github.arogan178/nifi-clickhouse-kafka-mcp
Read-only Apache NiFi, ClickHouse and Kafka access with OIDC, audit and secret masking
Azquoai.azquo/azquo
Shared memory for AI agents: a hierarchical database where totals add up and writes are attributed.
Dubai Real Estate Datacom.dubairealestatedata/mcp
Dubai property market figures from official DLD open data: prices, rents, yields, monthly reports.
MCP Database Doctorio.github.petrovicistefan/mcp-database-doctor
Offline PostgreSQL query, migration and EXPLAIN diagnostics for AI agents.
Clearjsongithub.com/wayknow/clearjson
Large-file-safe JSON MCP server. Format, validate, search, JSONPath query, deep diff, and format conversion (CSV/TSV/YAML/TypeScript). 10 tools, zero depende...
Memory MCP 1filegithub.com/pomazanbohdan/memory-mcp-1file
Persistent semantic and graph-based agent memory in a single self-contained binary with embedded database and models.
Rowsmith test dataio.github.meiorz/rowsmith
Fake test data (CSV, JSON, SQL) from a schema. Reserved-range identifiers; reproducible by seed.
Wipo Pearlio.github.pipeworx-io/wipo-pearl
WIPO Pearl MCP — scientific, technical and IP legal terminology database.
SourceMediumcom.sourcemedium/source-medium
Query your SourceMedium commerce warehouse, Shopify stores, and ad accounts.
PlaceRootio.github.chuofringer/placeroot
Grounds AI agents in Overture Maps open data — compact answers, no API key.
Zero Parades databasecom.zeroparadesdb/mcp
ZERO PARADES skills, thoughts, items, characters, places, checks, dialogue and planner links
LogCarverio.github.caiderek/logcarver-mcp
Read-only MCP server that finds deleted SQL Server rows from the transaction log (fn_dblog).
PySpark MCPio.github.AnnasMazhar/pyspark-mcp
SQL migration, AWS Glue job generation, and PySpark optimization as an MCP server.
Uspto Ptabio.github.pipeworx-io/uspto-ptab
USPTO PTAB MCP — wraps the USPTO Open Data Portal (ODP) PTAB APIs
Patentsio.github.pipeworx-io/patents
Patents MCP — wraps the USPTO Open Data Portal (ODP) Patent File Wrapper API
Numbers Nativeio.github.viames/numbers-native
Native Apple Numbers on macOS: formulas, guided charts, guarded edits and CSV. No Excel conversion.
Vitrus analyticsdev.vitrus/analytics
Read-only analytics for all your apps: users, AI traffic, revenue, with the SQL behind every number.
MaxMindDBio.github.oschwald/maxminddb
Query IP locations and network ownership in GeoIP2, GeoLite2, and custom MMDB databases.
HousingFeed US Rental Listingscom.housingfeed/rental-listings
US rental listings for AI assistants: free live search and rent statistics, plus licensed feeds.
Advanced Excelio.github.antonio-castellon/mcp-advanced-excel
Normalize messy lab Excel and CSV exports into structured tables.
StatementKit - bank statement normalizerdev.workers.zenith-ops.statementkit/statementkit
Normalize bank statements (CSV, camt, MT940, OFX, QIF) to JSON, analyze, export.
glinio.github.AkashChatterjee/glin
Exactly explainable classifiers for agents: train, tune, predict, explain on CSV or Excel.
WareBee Warehouse Digital Twincom.warebee/warebee
Warehouse digital twin: what-if simulation and AI optimisation of slotting, batching and labour.
DexSQLorg.lsposed/dexsql
SQL for Android APK and DEX files: classes, methods, strings, references and smali.
Hostingsurgecom.hostingsurge/mcp
Deploy apps, sites, WordPress and databases on Hostingsurge; read logs, add domains, migrate sites.
Mi Fitness Data Bridgegithub.com/shkyyy18/mi_fitness_data_bridge
Unofficial Mi Fitness connector: local SQLite storage and JSON/CSV exports of sleep, activity, workouts and other records.
SafeSelect MCPio.github.antonillos/safeselect
Fail-closed, read-only PostgreSQL and MongoDB access for AI agents over MCP.
Mode VC Chart: AI Productivity Statistics: What AI Users Say They Gaincom.modevc/chart-ai-productivity-statistics
86% of surveyed Claude users say AI makes them faster and 82% say it widens what they can do..
Mode VC Chart: Generative AI Usage Statistics for the UScom.modevc/chart-generative-ai-usage-statistics
54.8% of Americans aged 18–64 used generative AI outside work in Q2 2026, up from 36.0% in Q3.
Mode VC Chart: AI in the Workplace Statistics: What Workers Gaincom.modevc/chart-ai-in-the-workplace-statistics
Among US employees who use AI, 63% say it makes them faster but only 46% say it raises.
MyLaserTools for Makerscom.mylasertools/makers
Find vector artwork and free design generators for laser cutting, engraving and 3D printing.
Bulk Article Extractorio.github.Nero-Engine/bulk-article-extractor
Full text, author, date and image for every news or blog link in a dataset, CSV or Google Sheet.
EnvKitio.github.Env-Kit/envkit
Control the EnvKit local dev stack (PHP, nginx, MySQL, sites). Requires the EnvKit desktop app.
Merge Datasets & Remove Duplicatesio.github.Nero-Engine/dataset-merge-dedupe
Merge many Apify datasets, CSV files and Google Sheets into one list with duplicates removed.
Spain Open Dataio.github.digvijaysingh-ai/spain-open-data-mcp
Market sizing, prices, rents, crime and locations in Spain from INE and other public data
Dot (getdot.ai): AI Data Analystio.github.zurferr/dot
AI data analyst by getdot.ai. Ask your data warehouse in plain English; get SQL, answers and charts.
MacroCyberco.macrocyber/attack-surface
Scan a site or AI-built app for exposed databases, keys and MCP endpoints, then verify the fixes.
ZenBrain Memoryai.zensation/zenbrain
Agent memory: working, episodic, semantic, procedural and core layers. Local SQLite, no account.
MCP Memoryio.github.GermaniU/mcp-memory
Local persistent memory for AI agents: SQLite + FTS5 (BM25) lexical search, zero external infra.
ArtifactSmithio.github.vrijsinghani/artifactsmith
Turns agent output into versioned web pages, PDFs, Word docs, spreadsheets and Markdown.
SqlToAiio.github.RalfHuesing/SqlToAi
Microsoft SQL Server schema discovery and SQL tools over local stdio on Windows x64.
FairSqft Dubai Property Factscom.fairsqft/dubai-property
Dubai home prices, rents, comparables and forecasts from Dubai Land Department open data.
DB MCP Servergithub.com/FreePeak/db-mcp-server
MySQL and PostgreSQL access: query execution, transaction management, schema exploration, query building and performance analysis.
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 27, 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.