MCP Server Quality Scores
Independent quality analysis of 33449 public MCP servers
Last updated 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 31301 |
clockify-mcp
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| 31302 |
Bring sports data into an AI workflow without writing four ESPN scrapers. Usefu…
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| 31303 |
domain-checker
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| 31304 |
garmin-connect-mcp
Claim
An MCP server for Garmin Connect that provides access to fitness activities, he…
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| 31305 |
fetch-server-pawan
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| 31306 |
Federated Directory MCP
Claim
Enables contact searches within the Federated Directory system by name or email…
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| 31307 |
adaddaadaaa
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| 31308 |
HashLock OTC
Claim
Institutional-grade OTC crypto trading with HTLC atomic settlement on Ethereum,…
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| 31309 |
WAVE MCP Server
Claim
Exposes WAVE streaming APIs as tools for AI assistants to manage live streams, …
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| 31310 |
word2pdf_hello_mcp3
Claim
Send quick, personalized greetings on command. Toggle a playful pirate mode for…
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| 31311 |
mcp-shodan
Claim
MCP server exposing all Shodan API functionality
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| 31312 |
asterpay
Claim
EUR settlement for AI agents. Trust scoring, market data, crypto analytics. 16 …
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| 31313 |
MetaSearchMCP
Claim
Open-source metasearch backend, MCP server, and AI search API for LLM agents. P…
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| 31314 |
MCP server for EchoRift infrastructure primitives (BlockWire, CronSynth, Switch…
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| 31315 |
media-mcp
Claim
Local image and video processing MCP server with 13 tools for resize, convert, …
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| 31316 | — | |||||||||
| 31317 |
webshift
Claim
Rust MCP server for denoised web search — fetch, clean, and rerank web content …
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| 31318 |
Manages advertisements across multiple platforms including Facebook, Google, an…
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| 31319 |
sucesio-mcp
Claim
The AI Seller for Sucesio.io — digital estate planning for expats in Europe.
S…
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| 31320 |
opinet-mcp
Claim
Provides access to Korea Petroleum Corporation's Opinet fuel price API for Sout…
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| 31321 |
hhhtest
Claim
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| 31322 |
IT-MCP
Claim
Provides comprehensive macOS, Linux, and Windows system administration, diagnos…
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| 31323 |
brain-protocol
Claim
Verifiable Memory for AI Agents — knowledge graph, FTS, Starknet proofs, local …
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| 31324 |
GitHub MCP Server
Claim
Exposes GitHub repository actions (listing PRs/issues, creating issues, merging…
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| 31325 |
mastra-tutorial
Claim
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| 31326 |
Open Computer Use
Claim
Give any LLM its own computer — Docker sandboxes with bash, browser, docs, and …
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| 31327 |
No account needed — connect, sign up, and query mobile attribution data from an…
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| 31328 |
Acesso ao inventário de imóveis da RE/MAX Studio 76, imobiliária premium em São…
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| 31329 |
site-sense
Claim
coding cli claude code/github copilot will be able to see context of browser/op…
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| 31330 |
nesto-staging
Claim
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| 31331 |
Sahmk MCP
Claim
Enables AI agents to access Saudi market data, including company profiles, mark…
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| 31332 |
Multi-chain gas price API for AI agents. Compare gas prices across Ethereum, Ba…
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| 31333 |
GitLab MCP Server
Claim
Connects AI assistants to GitLab, enabling natural language queries to view mer…
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| 31334 |
atv
Claim
AI-native access to aarna's tokenized yield vaults on Ethereum and Base. 20 too…
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| 31335 |
market-data-mcp
Claim
Integrates cryptocurrency market data from CoinGecko, the Fear & Greed Index, a…
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| 31336 |
clawcast
Claim
AI rap songs about today's headlines in any rapper's style. Free trial + x402 p…
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| 31337 |
careermax
Claim
All the tools you need to land your next job
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| 31338 |
Orchestrates multiple AI coding agents declaratively to automate software devel…
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| 31339 |
Epa Echo
Claim
EPA ECHO MCP — wraps EPA ECHO Web Services (free, no auth)
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| 31340 |
Full-lifecycle algorithmic trading from inside any AI assistant. Describe a str…
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| 31341 |
ori-cli
Claim
Agentic coding harness with persistent memory and a REPL body. Built on Ori Mne…
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| 31342 |
sms
Claim
Real SIM phone numbers for AI agents. 145+ countries, 2000+ services. #1 on Cha…
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| 31343 |
vsfclub1
Claim
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| 31344 |
giveready
Claim
Search 41K+ nonprofits, get impact data, submit enrichments, donate USDC via x4…
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| 31345 |
cissp-study-group
Claim
CISSP certification exam prep from CISSPStudyGroup.com. 3,600+ practice questi…
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| 31346 |
AWS MCP Server
Claim
Enables Claude Desktop to interact with 57 AWS services using over 200 tools an…
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| 31347 |
Detect hidden FX fees on international bank transfers in 30 seconds.
Score 1-1…
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| 31348 |
quick-reminder-mcp
Claim
Enables users to add tasks to Apple Reminders through natural language commands…
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| 31349 |
lexilint
Claim
Offline spell checker + BYOK grammar for AI assistants. Works with Claude Deskt…
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| 31350 |
mcp-suite
Claim
A production-grade TypeScript MCP server that provides AI agents with structure…
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