MCP server directory
53,455 MCP servers that connect AI assistants to tools and data, from the official MCP Registry and the community lists, updated every hour.
- 16 categories
- 33,824 remote servers
- Updated every hour
Avalaio.github.avala-ai/avala
Read Physical AI datasets, projects, fleet and quality data. Requires authorized Avala access.
Spatial Indiacom.spatialindia/spatial-india
District-level open data for India — Census, NFHS-5, NCRB, RBI and more, joined onto one geography.
unstringifyio.github.tekinnnnn/unstringify
Fix broken JSON by line, validate, convert, read CSV/NDJSON/logs as records, unpack, compare. Local.
Lambëio.github.hakimjonas/lambe
Shape-aware query language for structured data — JSON, YAML, TOML, HCL, CSV, Markdown.
Vector Pandacom.vectorpanda/database
Operate your Vector Panda collections: search and upsert vectors, schema, measured indexes, exports.
Georgia Civic Dataorg.georgiacivicdata/georgia-civic-data
Georgia education, Census, and immigration data: query, filter, aggregate, and link datasets.
Mozilla Data Collectivecom.mozilladatacollective/datasets
Search the Mozilla Data Collective catalog of ethically sourced AI training datasets.
Vector Panda Documentationcom.vectorpanda/docs
Search and read Vector Panda docs: API operations, pricing, storage tiers, measured benchmarks.
Casper Toolsio.github.magiautonomous/casper-tools
19 zero-setup utilities: JSON, regex, cron, hash, base64, CSV, JWT, UUID, YAML, semver, time.
Payload Validatorcom.gumballtools/payload-validator
Validate JSON, YAML, XML and CSV with exact line/column errors and silent-corruption warnings.
openchronicle-mcpio.github.CSOAI-ORG/openchronicle-mcp
Memory database for LLM agents — persistent semantic + keyword memory, project namespacing, served o
CSV Import Rehearsalcom.mcpscores/csv-import-rehearsal
Simulate a CSV import against a supplied typed column contract and return exact accepted rows, re...
NicheDBdev.nichedb/nichedb
Sources in, feeds out: an open, ever-growing database of real-time public data, enriched.
SQDio.github.subsquid-labs/portal-mcp-server
Query 130+ SQD Portal datasets across blockchains, including native Tron transactions and events.
PostgreSQL (hardened, read-only)io.github.Eszetael/postgres-mcp-hardened
Read-only PostgreSQL over MCP. Writes refused at the parsed SQL, plus a READ ONLY transaction.
OpenShopGraphcom.openshopgraph/mcp
Open, verified shop database for AI agents: products, offers, price comparison, trust and coupons.
Scholar RAG MCPio.github.notwhiteblank/scholar-rag-mcp
Academic paper knowledge-base MCP server: PDF ingest, vector search with reranking, KB management.
Kai CSV Profiler and Domain Watch Intakeio.dedyn.kai-system-agent/csv-profiler
Bounded CSV profiling plus review-only host monitoring requests through one remote MCP endpoint.
Mycelium Emissions Databaseglobal.mycelium/emissions-database
Search company carbon emissions: scope 1, 2 and 3 figures, Mycelium Scores and rankings.
Klaaroai.klaaro/klaaro
Query Klaaro datasets, documents, and extracted records from any agent.
hybridlogio.github.Imgrund/hybridlog
Reads your own Garmin mirror: readiness, training load, muscle freshness, and read-only SQL.
Everynai.everyn/everyn
Use Everyn's hosted MCP server to turn datasets into reviewed, exportable results.
juuddcom.juudd/juudd
Put an AI-written project online: a site on a subdomain with a Postgres database of its own.
FactMemio.github.gordonkjlee/factmem
A local memory engine. You own the SQLite file. Not Mem0's hosted OpenMemory MCP.
LatLong Mapsai.latlong/map-mcp
Turn CSV or Excel data into styled choropleth and categorical maps of India from plain language.
Dataloupeio.github.aurelio-nakamura/dataloupe
Offline MCP server to explore CSV/JSON/Parquet/Excel: preview, query, diff, render interactive HTML
memoio.github.jagoff/memo
Memory for AI agents — MLX (Apple Silicon) or CPU (Linux), sqlite-vec + BM25, zero cloud.
pgopsio.github.arzharch/pgops-mcp
Safe, audited PostgreSQL operations for AI agents: queries, migrations, EXPLAIN, containers
Voxjobs (Portugal)eu.voxs/voxjobs-pt
Job listings in Portugal: search, salary statistics, comparables and companies.
Voxcars (Portugal)eu.voxs/voxcars-pt
Used-car listings in Portugal: search, price statistics, comparables and articles.
DBConvert Streams (Federated SQL)com.dbconvert/streams
Read-only SQL across your PostgreSQL, MySQL, S3 buckets and local data files, in one query.
CloudSpriteio.github.cloudsprite-io/cloudsprite
Signed-in CloudSprite: search datasets and docs, set org/team/project scope, file feedback.
jDataMunch MCPio.github.jgravelle/jdatamunch-mcp
Tabular data retrieval. Index CSV/Excel, query rows, aggregate. 99%+ savings vs raw file reads.
Makoio.github.mako-ai/mako
Explore your databases, validate SQL, and build & publish data apps in your Mako workspace.
HiringCensuscom.hiringcensus/hiring-census
Is this company actually hiring, or is the board just still up? Real dates on 187,923 roles.
Cute Web Scrapergithub.com/maccydee/cute-web-scraper
Web scraping with escalating fetch tiers on detected blocks, returning clean Markdown or saving large scrapes to SQLite for read-only SQL queries.
MCP Multi DBgithub.com/mahAnuj/mcp-multi-db
Unified read-only tools for PostgreSQL, MySQL and SQLite: list databases and tables, describe tables and run queries, enforced at SQL and database level.
SVG AIorg.svgai/svg-ai
Generate and vectorize clean, editable SVG graphics from text, images, or both.
AgentNative: Public Data, Government Datasets, Federal Statistics & Official Recordscom.cazimedia.agentnative/data-exchange
Normalized official data with provenance, aggregations, insights, free samples and agent access.
AgentNative: Public Data, Government Datasets, Federal Statistics & Official Recordscom.cazimedia.agentnative/government-public-open-data-datasets-federal-state-city-statistics-census-records-police-education-schools
Normalized official data with provenance, aggregations, insights, free samples and agent access.
EU Trade Explorereu.tradedashboard/eu-trade-explorer
EU customs-trade & industrial-production statistics (Eurostat Comext/PRODCOM)
The MCP Censuscom.mcpcensus/census
Vet any MCP server before you depend on it. Stamp: PASS, REVIEW, or BLOCK.
Korean Fire Safety Law & Statisticsio.github.ssd7830-cmyk/korean-firefighter-law-mcp
Korean fire safety law, statutes, NFPC/NFTC codes, hazmat, and fire/EMS statistics.
StackDataio.stackdata/stackdata
Official statistics, China censuses & yearbooks, and as-of customs tariffs with legal citations.
Skysql MCPgithub.com/skysqlinc/skysql-mcp
Launch and delete serverless MariaDB Cloud databases, execute SQL and use database-level AI agents for text-to-SQL and conversations.
ClinicMarketIQ Public Dataio.github.evgeniy-yudin/clinicmarketiq-public-data
Read-only U.S. healthcare dataset metadata, schemas, immutable downloads, and checksums.
Papers With Backtestcom.paperswithbacktest/papers-with-backtest
Search 5,000+ trading papers with verified backtests, strategies, datasets, and courses.
Tempmd MCPgithub.com/huangdun/tempmd-mcp
Publish HTML, Markdown, CSV or Mermaid artifacts to temp.md under a stable public link that updates in place, with activity-based expiry.
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.