MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 1 hour, 44 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 31501 |
Unexpected questions and lateral thinking prompts to break through mental block…
|
F 22 3⁄5 | ||||||||
| 31502 |
Transcript-based audio editing: transcribe audio, edit by word ID, export edite…
|
F 22 3⁄5 | ||||||||
| 31503 |
Description of my MCP server
|
F 22 3⁄5 | ||||||||
| 31504 |
Green computing task scheduler routing jobs to low-carbon zones.
|
F 22 3⁄5 | ||||||||
| 31505 |
Turn a written schedule into a live calendar link people subscribe to in Apple,…
|
F 22 3⁄5 | ||||||||
| 31506 |
Formula 1 2026 schedule MCP — 24 races, drivers, constructors, sessions, circui…
|
F 22 3⁄5 | ||||||||
| 31507 |
Zoom Docs server for creating and retrieving Zoom documents and notes in Markdo…
|
F 22 3⁄5 | ||||||||
| 31508 |
Showcase validator orchestrating multi-agent swarm governance and payments.
|
F 22 3⁄5 | ||||||||
| 31509 |
On-chain Solana payments for MCP services with SOL and USDC support.
|
F 22 3⁄5 | ||||||||
| 31510 |
Curated multilingual dictionary that names code identifiers from domain concept…
|
F 22 3⁄5 | ||||||||
| 31511 |
Interactive sales pitch deck structure generator.
|
F 22 3⁄5 | ||||||||
| 31512 |
Mesh spatial optimizer reducing geometric overhead in 3D assets.
|
F 22 3⁄5 | ||||||||
| 31513 |
On-chain blockchain data for AI agents across Ethereum, Bitcoin, and Hyperliqui…
|
F 22 3⁄5 | ||||||||
| 31514 |
Enterprise SQL query optimizer and performance analyzer.
|
F 22 3⁄5 | ||||||||
| 31515 |
AI-powered social media intelligence: profile analysis, engagement scoring, and…
|
F 22 3⁄5 | ||||||||
| 31516 |
Safety execution proxy protecting clients during tool calls.
|
F 22 3⁄5 | ||||||||
| 31517 |
Ranks the best AI tool or API per task: transcription, TTS, web search, scrapin…
|
F 22 3⁄5 | ||||||||
| 31518 |
Provide structured access to ClinicalTrials.gov data for searching, retrieving,…
|
F 22 3⁄5 | ||||||||
| 31519 |
Aspire Learning MCP — browse courses, chapters, lessons, and import LaTeX quizz…
|
F 22 3⁄5 | ||||||||
| 31520 |
Post + comment + subreddit search with comment-level depth for sentiment work.
|
F 22 3⁄5 | ||||||||
| 31521 |
DEX liquidity wash trading and volume manipulation detector.
|
F 22 3⁄5 | ||||||||
| 31522 |
Google Search Console analytics, URL inspection and sitemaps, plus PageSpeed, r…
|
F 22 3⁄5 | ||||||||
| 31523 |
Yahoo fundamentals: earnings, P/E, analyst targets, peer comparisons for equity…
|
F 22 3⁄5 | ||||||||
| 31524 |
Tour de France 2026 MCP — 21 stages, race phase tracking, stage start times, st…
|
F 22 3⁄5 | ||||||||
| 31525 |
Media forensic analyzer auditing audio and video authenticity.
|
F 22 3⁄5 | ||||||||
| 31526 |
Navigate the U.S. Capitol complex: decode room codes, route buildings, check ac…
|
F 22 3⁄5 | ||||||||
| 31527 |
French gluten-free product catalog and comparisons — verified prices and buyer …
|
F 22 3⁄5 | ||||||||
| 31528 |
Description of my MCP server
|
F 22 3⁄5 | ||||||||
| 31529 |
Semantic search across 5 US government healthcare databases.
|
F 22 3⁄5 | ||||||||
| 31530 |
AI agent directory — search and compare 120+ agents across 12 categories.
|
F 22 3⁄5 | ||||||||
| 31531 |
Daily data: jobs, VC funding, domain drops, patents, gov contracts, crypto. Bit…
|
F 22 3⁄5 | ||||||||
| 31532 |
Manage workouts, nutrition, goals, and progress across the FitAF platform. Conn…
|
F 22 3⁄5 | ||||||||
| 31533 |
Free MCP server: Nostr profile fetcher + a tip-metadata tool. AI-earns-a-dime e…
|
F 22 3⁄5 | ||||||||
| 31534 |
Diagnóstico patrimonial 360 (Wealth X-Ray) somente leitura, com fontes e próxim…
|
F 22 3⁄5 | ||||||||
| 31535 |
Semantic search over MINDSET's brand strategy topic database, plus its system p…
|
F 22 3⁄5 | ||||||||
| 31536 |
Stablecoin Yield Index (SYX) and live USDC vault APYs across Ethereum, Base, Ar…
|
F 22 3⁄5 | ||||||||
| 31537 |
An MCP server that provides an API to LLMs to manage their JumpCloud resources.
|
F 22 3⁄5 | ||||||||
| 31538 |
Autonomous legal contract testing suite checking syntax anomalies.
|
F 22 3⁄5 | ||||||||
| 31539 |
XHS note/product search/detail, PGY 20pts success; failures uncharged, comments…
|
F 22 3⁄5 | ||||||||
| 31540 |
Description of my MCP server
|
F 22 3⁄5 | ||||||||
| 31541 |
AI-powered web automation. Navigate websites using AI agents for one page or a …
|
F 22 3⁄5 | ||||||||
| 31542 |
Headless browser primitives for AI agents when sites need real JS rendering.
|
F 22 3⁄5 | ||||||||
| 31543 |
Text humanization and semantic camouflaging engine to bypass detectors.
|
F 22 3⁄5 | ||||||||
| 31544 |
Access and edit your Craft documents.
|
F 22 3⁄5 | ||||||||
| 31545 |
Contract clause parser assessing corporate legal risk exposure.
|
F 22 3⁄5 | ||||||||
| 31546 |
Bounty-feed search 386 rows across 9 sources (Bountycaster/Dework/Sherlock/Algo…
|
F 22 3⁄5 | ||||||||
| 31547 |
One-link team polls: create polls, vote, fetch results, and close polls.
|
F 22 3⁄5 | ||||||||
| 31548 |
Corporate email and chat thread summarization parser.
|
F 22 3⁄5 | ||||||||
| 31549 |
Append a delivery update to the account ledger
|
F 22 3⁄5 | ||||||||
| 31550 |
Automated .cursorrules and system prompt generator.
|
F 22 3⁄5 | ||||||||