MCP Server Quality Scores
Independent quality analysis of 69343 public MCP servers
Last updated 1 hour, 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 27401 |
Cross-vendor B2B catalog for AI agents: search, compare, find equivalents, requ…
|
B 79 3⁄5 | ||||||||
| 27402 |
Find carpool rides in California and Nevada: live seats, times and all-in seat …
|
B 79 2⁄5 | ||||||||
| 27403 |
Bridges AI assistants to a Telegram bot to enable two-way messaging, interactiv…
|
B 79 3⁄4 | ||||||||
| 27404 |
Check visa requirements and travel documents for international travel destinati…
|
B 79 3⁄5 | ||||||||
| 27405 |
Enables AI image generation and editing using Google's Nano Banana model via th…
|
B 79 3⁄4 | ||||||||
| 27406 |
Corduroy Labs studio updates over MCP: list_updates and get_update, backed by t…
|
B 79 3⁄5 | ||||||||
| 27407 |
Practices for building software with coding agents, each with a test you check …
|
B 79 2⁄5 | ||||||||
| 27408 |
Background Check Quotes: the site's own MCP server — dataset, enquiry (enquiry …
|
B 79 2⁄5 | ||||||||
| 27409 |
For queries a model can't confidently place: resolves or declines. Built to dec…
|
B 79 2⁄5 | ||||||||
| 27410 |
Provides UX capabilities to enhance the design output and understanding of AI s…
|
B 79 3⁄5 | ||||||||
| 27411 |
5 pay-per-call SEO tools over MCP. Free discovery, tool calls settle in USDC on…
|
B 79 3⁄5 | ||||||||
| 27412 |
Bid/no-bid verdicts for open EU tenders, from 592,000 real TED contract awards.
|
B 78 2⁄5 | ||||||||
| 27413 |
Deterministic knowledge for AI agents: search, fetch, cite and verify a 48M-ent…
|
B 78 2⁄5 | ||||||||
| 27414 |
Write, edit, transpose and play guitar tabs and staff notation in Cesure.
|
B 78 2⁄5 | ||||||||
| 27415 |
Public EPK real estate listings and multilingual guides for Panama and the Domi…
|
B 78 2⁄5 | ||||||||
| 27416 |
Search, write and run work across Compass, Workbench, Caliper, Ledger, Prism an…
|
B 78 2⁄5 | ||||||||
| 27417 |
Manage translation projects, phrases and locales with secure organization-scope…
|
B 78 2⁄5 | ||||||||
| 27418 |
BenAwf remote MCP for Strategy Lab. Streamable HTTP. Paper GA; live venue beta.
|
B 78 2⁄5 | ||||||||
| 27419 |
Find known subdomains of a domain. Passive data; may include historic entries. …
|
B 78 2⁄5 | ||||||||
| 27420 |
AI speaking coach: feedback on speeches from text or audio, plus topics, pronun…
|
B 78 2⁄5 | ||||||||
| 27421 |
Answering Service Picker: the site's own MCP server — compare, enquiry (enquiry…
|
B 78 2⁄5 | ||||||||
| 27422 |
Sourdough baking: dough calculators, a bake planner, The Sourdough Framework an…
|
B 78 2⁄5 | ||||||||
| 27423 |
Build, run and publish Workbench flows, tasks, shims and knowledge bases.
|
B 78 2⁄5 | ||||||||
| 27424 |
Animated map videos of any story: trips, wars, empires, storms, data. Free, no …
|
B 78 2⁄5 | ||||||||
| 27425 |
Anchord MCP is a hosted remote MCP server for AI agents that need canonical ide…
|
B 78 3⁄4 | ||||||||
| 27426 |
Football fixtures, live scores, standings, lineups, teams and players for 117 l…
|
B 78 2⁄5 | ||||||||
| 27427 |
Retrieves architectural information from ArchiMate models, enabling AI coding a…
|
B 78 3⁄4 | ||||||||
| 27428 |
Official facts about Lovora (18+ AI companions): companions, prices, content ru…
|
B 78 2⁄5 | ||||||||
| 27429 |
409A Providers: the site's own MCP server — compare, enquiry (enquiry = a human…
|
B 78 2⁄5 | ||||||||
| 27430 |
Swift AI: Access a wide range of AI models⚡, including OpenAI 🤖,DeepSeek 🔍, Cla…
|
B 78 3⁄5 | ||||||||
| 27431 |
Google search results, forum threads, local and shopping data, keyword ideas, A…
|
B 78 2⁄5 | ||||||||
| 27432 |
MCP server for AI agents -- fetch any URL with full JavaScript rendering (Playw…
|
B 78 3⁄4 | ||||||||
| 27433 |
BreakerDesk: the site's own MCP server — dataset; every answer cites the site.
|
B 78 2⁄5 | ||||||||
| 27434 |
Discovery, OAuth, project operations, and exact project MCP handoff for Spala b…
|
B 78 2⁄5 | ||||||||
| 27435 |
Market & supply-chain intelligence for 30+ humanoid robots: viability scores, s…
|
B 78 2⁄5 | ||||||||
| 27436 |
FiatDock
Claim
MCP marketplace: agents pay per call in USDC via x402. Plus Base chain data and…
|
B 78 3⁄5 | ||||||||
| 27437 |
Create, inspect, and manage Wubble music, speech, voice, and sound-effect reque…
|
B 78 2⁄5 | ||||||||
| 27438 |
Seventeen read only tools over cited company, portfolio and country data for ba…
|
B 78 2⁄5 | ||||||||
| 27439 |
Search indie product launches, rankings and makers, and submit your own, on Awe…
|
B 78 2⁄5 | ||||||||
| 27440 |
Search the Legends of Learning K-8 games catalog and standards alignment
|
B 78 3⁄5 | ||||||||
| 27441 |
Search and read recent articles of The Korean Today, with source links and date…
|
B 78 2⁄5 | ||||||||
| 27442 |
Where is it sunny? Monthly sunshine scores, temps, rain, UV and sea temp for 3,…
|
B 78 2⁄5 | ||||||||
| 27443 |
PQS scores any prompt before the model runs. 8 dimensions. 5 frameworks. Pre-fl…
|
B 78 3⁄4 | ||||||||
| 27444 |
Alkemata articles, pages and map tools; scoped OAuth protects map contributions.
|
B 78 2⁄5 | ||||||||
| 27445 |
Fibre optics, OTDR, network design and data centre notes from SPLIDIA, plus its…
|
B 78 3⁄5 | ||||||||
| 27446 |
Find public MCP tools and SDKs. Compact setup and Sample cards. Free discovery …
|
B 78 2⁄5 | ||||||||
| 27447 |
Train custom wake words from your agent: estimator, GPU training, benchmarks. C…
|
B 78 2⁄5 | ||||||||
| 27448 |
Checks whether a property in England is in a council's selective or HMO licensi…
|
B 78 2⁄5 | ||||||||
| 27449 |
Shared product-knowledge graph for AI agent fleets — vault tools + agent self-s…
|
B 78 2⁄5 | ||||||||
| 27450 |
Deutscher Preisvergleich für Uhren – Bestpreis-Suche (read-only).
|
B 78 2⁄5 | ||||||||