MCP Server Directory

7652 Model Context Protocol servers — searchable, rated, ready to install.

pandas-doctor io.github.furqan-khan07/pandas-doctor

Finds slow pandas code, checks rewrites give identical results on your data, measures speedups.

local git dev-tools Official Registry
RapidWorkers io.rapidworkers/rapidworkers

Hire real people for AI data collection (photos, audio, video), app testing and microtasks.

remote local dev-tools Official Registry
ProductGuru product lookup guru.myproduct/product-lookup

Look up a product by EAN/UPC barcode: factual attributes and government recall notices.

remote search dev-tools Official Registry
IntegrateStack Integration Facts com.integratestack/integration-facts

Vendor-sourced facts on native integrations between SaaS tools, with sources and checked dates.

remote dev-tools Official Registry
WorldQuant BRAIN (unofficial) io.github.tukorama/mcp-server-worldquantbrain

Simulate and backtest alphas on WorldQuant BRAIN, browse data fields and operators. Unofficial.

local git dev-tools Official Registry
AgentCoin router + escrow (Base Sepolia testnet) io.github.stos-technologies/agentcoin

Find agent services, pay via escrow, get refunds if not delivered. Base Sepolia testnet only.

remote git dev-tools Official Registry
Refy design.refy/refy

Design system for agents: find components by need, check code against the real API, build themes.

remote dev-tools Official Registry
JustLabs health.justlabs/justlabs

Cash-price Quest blood tests: catalog, all-in quotes, draw sites, price comparisons and guides.

remote dev-tools Official Registry
Bunbird com.bunbird/bunbird

Build, preview and publish small web apps for a group of people from your AI assistant.

remote dev-tools Official Registry
ComplexQA com.complexqa/cqa-mcp

ComplexQA projects, cases, bugs, and autotest runs for an external agent.

remote dev-tools Official Registry
volatiai io.github.christianscode1994/volatiai

Signed signals from 425 sectors. Every output carries an Ed25519 attestation verifiable offline.

remote git dev-tools Official Registry
Vouch space.specky.vouch/mcp

Validate a startup or product idea before building. Names the 3 assumptions most likely to kill it.

remote dev-tools Official Registry
Utilix io.github.utilix-tech/utilix-mcp

300+ offline developer utilities, plus 21 AI tools with a free API key. JSON, JWT, regex, cron, SQL.

remote local git dev-tools Official Registry
AirBuild build.air/airbuild

Talk to your AirBuild Agents, follow your Projects and run your Team from any MCP client.

remote dev-tools Official Registry
step2gcode com.step2gcode/step2gcode

Turn STEP, DXF and SVG files into CNC milling and laser G-code for GRBL, LinuxCNC, Mach3 and more.

remote dev-tools Official Registry
Country Calling Codes codes.countrycalling/countrycallingcodes

Calling codes, phone analysis, dialing guidance, batch normalization and calling windows.

remote dev-tools Official Registry
Wilayah Indonesia io.github.EzkielynaGroup/mcp-wilayah-indonesia

Indonesian regions (provinsi to desa) with Kemendagri codes: search, details, children, validate.

local search git Official Registry
Reclaim Protocol Builder io.github.reclaimprotocol/builder

Integrate source-account verification into products. Find, build, test, and maintain providers.

local git dev-tools Official Registry
rabatt.codes codes.rabatt/spar-auskunft

Current vouchers, offers and upcoming promotions for shops in Switzerland, Germany and Austria.

remote dev-tools Official Registry
Michael Vereb io.github.michaelvereb/michaelvereb

Query portfolio case studies, verified developer tools, and the AI-UI design system.

remote git dev-tools Official Registry
Flitch io.flitch/flitch

Query your Flitch data, and build, edit and publish dashboards, reports and apps on it.

remote git dev-tools Official Registry
mcp com.nativemsg/mcp

AI agents build, send, and manage branded RCS experiences: storefronts, bookings, campaigns.

remote dev-tools Official Registry
callgraph io.github.GeRiY/callgraph

AST call graph and code map for AI coding agents: PHP, JS, TS, Vue, Rust, Swift, Python, Go.

local git dev-tools Official Registry
RNWY com.rnwy/rnwy

Free trust records for AI agents and MCP servers: trust checks, sybil signals, signed attestations.

remote dev-tools Official Registry
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