MCP Server Quality Scores
Independent quality analysis of 69448 public MCP servers
Last updated 1 hour, 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 33301 |
An MCP server that provides an API to LLMs to manage their JumpCloud resources.
|
F 22 3⁄5 | ||||||||
| 33302 |
B2B lead generation, company search, and contact enrichment from Lead411.
|
F 22 3⁄5 | ||||||||
| 33303 |
Claude Schema Output Agent
|
F 22 3⁄5 | ||||||||
| 33304 |
Citation-backed honey producer discovery by place or varietal. Free, no auth.
|
F 22 3⁄5 | ||||||||
| 33305 |
Send personalized physical gifts and letters to business contacts from AI agents
|
F 22 3⁄5 | ||||||||
| 33306 |
Semantic search over MINDSET's brand strategy topic database, plus its system p…
|
F 22 3⁄5 | ||||||||
| 33307 |
Send friendly, personalized greetings on command. Explore the origin of 'Hello,…
|
F 22 3⁄5 | ||||||||
| 33308 |
Authenticated MCP Agent (Bcrypt)
|
F 22 3⁄5 | ||||||||
| 33309 |
Kickstart your setup with ready-to-run greetings and the 'Hello, World' origin …
|
F 22 3⁄5 | ||||||||
| 33310 |
Zero-knowledge proof validator and cryptographic locker.
|
F 22 3⁄5 | ||||||||
| 33311 |
Personal-finance intelligence engine: net worth, goals, asset allocation. Invit…
|
F 22 3⁄5 | ||||||||
| 33312 |
Booking.com, Airbnb, TripAdvisor unified — for AI travel concierges and trip pl…
|
F 22 3⁄5 | ||||||||
| 33313 |
Daily data: jobs, VC funding, domain drops, patents, gov contracts, crypto. Bit…
|
F 22 3⁄5 | ||||||||
| 33314 |
Multi-model weather forecasts: point series, model scoreboard, and gridded fiel…
|
F 22 3⁄5 | ||||||||
| 33315 |
Search, summarize, and update your RevOrbit CRM (leads, deals, contacts, tasks)…
|
F 22 3⁄5 | ||||||||
| 33316 |
MCP channel between two AI workspaces: send messages, wait for replies, read hi…
|
F 22 3⁄5 | ||||||||
| 33317 |
A choose your own adventure game where you play as a startup founder trying to …
|
F 22 3⁄5 | ||||||||
| 33318 |
Stealth web automation for AI agents. Login, signup, navigate, screenshot.
|
F 22 3⁄5 | ||||||||
| 33319 |
Unified dispute resolution: crypto, payments, SLA violations. 95% AI automation.
|
F 22 3⁄5 | ||||||||
| 33320 |
Auth Token MCP Traced Service
|
F 22 3⁄5 | ||||||||
| 33321 |
AI evaluation and observability platform — query experiments, logs, datasets, a…
|
F 22 3⁄5 | ||||||||
| 33322 |
Autonomous legal contract testing suite checking syntax anomalies.
|
F 22 3⁄5 | ||||||||
| 33323 |
Postgres + Kafka Stack Generator
|
F 22 3⁄5 | ||||||||
| 33324 |
Swiss invoicing and bookkeeping: QR-invoices, clients, expenses, bank import, V…
|
F 22 3⁄5 | ||||||||
| 33325 |
Authenticated LLM Agent
|
F 22 3⁄5 | ||||||||
| 33326 |
RabbitMQ + Postgres + MongoDB Stack Generator
|
F 22 3⁄5 | ||||||||
| 33327 |
Access and manage CenterPoint Connect data for property management, constructio…
|
F 22 3⁄5 | ||||||||
| 33328 |
An MCP server that provides access to Testiny projects, test cases and test runs
|
F 22 3⁄5 | ||||||||
| 33329 |
SEC, Congress, FDA, crypto, app reviews and live jobs: scored signals. 18 tools…
|
F 22 3⁄5 | ||||||||
| 33330 |
Register a profile governance setting
|
F 22 3⁄5 | ||||||||
| 33331 |
RabbitMQ + Redis Stack Generator
|
F 22 3⁄5 | ||||||||
| 33332 |
Sovereign E2E cloud storage for AI agents. Zero-knowledge, RGPD-compliant.
|
F 22 3⁄5 | ||||||||
| 33333 |
Queue content for editorial review
|
F 22 3⁄5 | ||||||||
| 33334 |
Build, test, monitor & improve AI with Future AGI via Claude, Cursor, Windsurf …
|
F 22 3⁄5 | ||||||||
| 33335 |
First dedicated rugby MCP — Six Nations, Rugby Championship, World Cup. Fixture…
|
F 22 3⁄5 | ||||||||
| 33336 |
One-link team polls: create polls, vote, fetch results, and close polls.
|
F 22 3⁄5 | ||||||||
| 33337 |
Industrial intelligence for AI agents. Conviction scores and diligence for 10,0…
|
F 22 3⁄5 | ||||||||
| 33338 |
Scan an MCP server for EU AI Act Art. 50, tool quality, OAuth hygiene & securit…
|
F 22 3⁄5 | ||||||||
| 33339 |
Search 20,000+ corporate KPIs and 30,000+ source-attributed industry benchmarks…
|
F 22 3⁄5 | ||||||||
| 33340 |
G2, Trustpilot, Yelp reviews with sentiment and theme extraction across sources.
|
F 22 3⁄5 | ||||||||
| 33341 |
Agent memory that refuses to guess: evidence-gated recall, exact-source reads, …
|
F 22 3⁄5 | ||||||||
| 33342 |
Find local services, read availability, and create short-lived booking holds.
|
F 22 3⁄5 | ||||||||
| 33343 |
NaN - DO not use, test.
|
F 22 3⁄5 | ||||||||
| 33344 |
Generates React components and design frameworks from visual layouts.
|
F 22 3⁄5 | ||||||||
| 33345 |
LLM Orchestration Traced Agent
|
F 22 3⁄5 | ||||||||
| 33346 |
Praxis: published trading strategies re-run and audited — verdicts, claimed vs …
|
F 22 3⁄5 | ||||||||
| 33347 |
BJJ video analysis — YOLO pose detection, AI technique analysis, and highlight …
|
F 22 3⁄5 | ||||||||
| 33348 |
Short-term session memory manager for collaborative agent networks.
|
F 22 3⁄5 | ||||||||
| 33349 |
Forecast a scenario amount
|
F 22 3⁄5 | ||||||||
| 33350 |
Teamfight Tactics data & AI coaching for Claude and ChatGPT — 19 tools, built-i…
|
F 22 3⁄5 | ||||||||