MCP Server Quality Scores
Independent quality analysis of 64812 public MCP servers
Last updated 31 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30501 |
Gives your AI agent your story map and given/when/then acceptance criteria. Rea…
|
F 22 3⁄5 | ||||||||
| 30502 |
Provide structured access to ClinicalTrials.gov data for searching, retrieving,…
|
F 22 3⁄5 | ||||||||
| 30503 |
Edge-compute biological sovereignty node for telemetry and cognitive circuit-br…
|
F 22 3⁄5 | ||||||||
| 30504 |
AI agent tools: translation (95+ langs), crypto research, compliance, summariza…
|
F 22 3⁄5 | ||||||||
| 30505 |
Headless browser primitives for AI agents when sites need real JS rendering.
|
F 22 3⁄5 | ||||||||
| 30506 |
DeFi MCP fleet: oracle, security audit, treasury yield, QA attestation, and com…
|
F 22 3⁄5 | ||||||||
| 30507 |
Safe, read-only Postgres and MySQL access for AI agents. Audit log + column-lev…
|
F 22 3⁄5 | ||||||||
| 30508 |
Description of my MCP server
|
F 22 3⁄5 | ||||||||
| 30509 |
Authenticated MCP for Xavio merchants: stories, products, schedules.
|
F 22 3⁄5 | ||||||||
| 30510 |
Agentic payments.
|
F 22 3⁄5 | ||||||||
| 30511 |
Indeed listings + Glassdoor reviews + H1B salary data for career copilots.
|
F 22 3⁄5 | ||||||||
| 30512 |
GitHub repo analytics, trending repos, contributor stats, and language breakdow…
|
F 22 3⁄5 | ||||||||
| 30513 |
Single-property deep-dive: history, price/sqft, days-on-market, comps from a Re…
|
F 22 3⁄5 | ||||||||
| 30514 |
Official MCP server for managing OVHcloud infrastructures, services & account
|
F 22 3⁄5 | ||||||||
| 30515 |
Connect Claude, Cursor, or ChatGPT to your business data. Ask questions, get an…
|
F 22 3⁄5 | ||||||||
| 30516 |
Football fixtures, standings, and odds intelligence for AI agents.
|
F 22 3⁄5 | ||||||||
| 30517 |
Deep codebase architect auditing system design schemas.
|
F 22 3⁄5 | ||||||||
| 30518 |
Automated codebase refactoring and type safety validator.
|
F 22 3⁄5 | ||||||||
| 30519 |
Query Google Analytics 4, Search Console, GTM & AdSense with natural language f…
|
F 22 3⁄5 | ||||||||
| 30520 |
Web3 social sentiment aggregator analyzing crypto trends.
|
F 22 3⁄5 | ||||||||
| 30521 |
SSO identity auditor protecting SAML and OpenID configurations.
|
F 22 3⁄5 | ||||||||
| 30522 |
Paid remote MCP for context-budget routing, schema cost estimates, usage audits…
|
F 22 3⁄5 | ||||||||
| 30523 |
Enable AI assistants to interact seamlessly with the DefiLlama API by translati…
|
F 22 3⁄5 | ||||||||
| 30524 |
Persistent memory layer for AI agents. Sub-100ms recall, semantic search, knowl…
|
F 22 3⁄5 | ||||||||
| 30525 |
Read-only MCP tools for Mana public creations, tags, creator profiles, and shar…
|
F 22 3⁄5 | ||||||||
| 30526 |
Break down complex problems into clear, actionable steps. Adapt on the fly by i…
|
F 22 3⁄5 | ||||||||
| 30527 |
Virtual corporate debit card issuer for autonomous bot transactions.
|
F 22 3⁄5 | ||||||||
| 30528 |
Remote MCP server that returns sentiment analysis results from SentinelScan API.
|
F 22 3⁄5 | ||||||||
| 30529 |
Manage product ideas, decisions, and customer signals from AI assistants with N…
|
F 22 3⁄5 | ||||||||
| 30530 |
Create and publish one-pagers and boards for your organization. Upload images f…
|
F 22 3⁄5 | ||||||||
| 30531 |
A sample zoo MCP server
|
F 22 3⁄5 | ||||||||
| 30532 |
Medical RAG: semantic search for clinical guidelines, drug interactions, diagno…
|
F 22 3⁄5 | ||||||||
| 30533 |
Build and publish multiplayer apps and games on Neblla: scaffold, edit files, s…
|
F 22 3⁄5 | ||||||||
| 30534 |
Showcase validator orchestrating multi-agent swarm governance and payments.
|
F 22 3⁄5 | ||||||||
| 30535 |
Description of my MCP server
|
F 22 3⁄5 | ||||||||
| 30536 |
AI agent directory — search and compare 120+ agents across 12 categories.
|
F 22 3⁄5 | ||||||||
| 30537 |
Deep fundamental data & SEC filings from public companies — operating KPIs not …
|
F 22 3⁄5 | ||||||||
| 30538 |
NSFWJS-based image safety detector (GIF/APNG/WebP/JPEG/PNG).
|
F 22 3⁄5 | ||||||||
| 30539 |
Automated API pentesting and structural fuzzing proxy.
|
F 22 3⁄5 | ||||||||
| 30540 |
Search O'Reilly for tech books, courses, events, and more. Requires subscriptio…
|
F 22 3⁄5 | ||||||||
| 30541 |
Zero-knowledge proof validator and cryptographic locker.
|
F 22 3⁄5 | ||||||||
| 30542 |
Append a delivery update to the account ledger
|
F 22 3⁄5 | ||||||||
| 30543 |
Webinar analytics for Zoom Meeting-based webinars: Funnels, transcripts, email …
|
F 22 3⁄5 | ||||||||
| 30544 |
Transcript-based audio editing: transcribe audio, edit by word ID, export edite…
|
F 22 3⁄5 | ||||||||
| 30545 |
Generate and run high performance queries on open and private spatial data at-s…
|
F 22 3⁄5 | ||||||||
| 30546 |
Book local tradespeople — plumber, electrician, HVAC, and 7 more — via your AI …
|
F 22 3⁄5 | ||||||||
| 30547 |
Provides easy access to MLB, Baseball Savant, Statcast, and Fangraphs baseball …
|
F 22 3⁄5 | ||||||||
| 30548 |
Gives your AI assistant persistent memory and intelligence about your work patt…
|
F 22 3⁄5 | ||||||||
| 30549 |
Manage workouts, nutrition, goals, and progress across the FitAF platform. Conn…
|
F 22 3⁄5 | ||||||||
| 30550 |
Zoom Docs server for creating and retrieving Zoom documents and notes in Markdo…
|
F 22 3⁄5 | ||||||||