MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 1 hour, 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 31351 |
Strom- und Gastarife sowie Produktinformationen für Energievergleiche, live per…
|
F 22 3⁄5 | ||||||||
| 31352 |
Sequel, leading Italian digital media consultancy: request a quote, site check,…
|
F 22 3⁄5 | ||||||||
| 31353 |
Verify email deliverability by SMTP. Catch-all/disposable/role detection. EU-ho…
|
F 22 3⁄5 | ||||||||
| 31354 |
DeFi smart contract forensic auditor and vulnerability scanner.
|
F 22 3⁄5 | ||||||||
| 31355 |
Cloud infrastructure auto-scaling load test simulator.
|
F 22 3⁄5 | ||||||||
| 31356 |
Generate and run high performance queries on open and private spatial data at-s…
|
F 22 3⁄5 | ||||||||
| 31357 |
LLM routing and A-share market phase signals via LG framework.
|
F 22 3⁄5 | ||||||||
| 31358 |
Generative prompt optimizer for Midjourney, Sora, and DALL-E.
|
F 22 3⁄5 | ||||||||
| 31359 |
MCP server for the Revensi API. Scan domains from any MCP client.
|
F 22 3⁄5 | ||||||||
| 31360 |
A sample zoo MCP server
|
F 22 3⁄5 | ||||||||
| 31361 |
Send a finance-review message
|
F 22 3⁄5 | ||||||||
| 31362 |
Bundle multiple URLs into one short link. QR codes, access counters, redirect l…
|
F 22 3⁄5 | ||||||||
| 31363 |
Team OKRs from your AI workspace: objectives, key results, and weekly check-ins.
|
F 22 3⁄5 | ||||||||
| 31364 |
Financial oracle aggregating Yahoo Finance metrics for portfolio analysis.
|
F 22 3⁄5 | ||||||||
| 31365 |
Connect AI Assistant to Fibery — operating system for orgs run by nerds.
|
F 22 3⁄5 | ||||||||
| 31366 |
Health professional shortage areas and community health centers
|
F 22 3⁄5 | ||||||||
| 31367 |
Manage product ideas, decisions, and customer signals from AI assistants with N…
|
F 22 3⁄5 | ||||||||
| 31368 |
Search 286 episodes of product management wisdom from top leaders at Figma, Air…
|
F 22 3⁄5 | ||||||||
| 31369 |
Disposable email inboxes for testing — create addresses, wait for messages, ext…
|
F 22 3⁄5 | ||||||||
| 31370 |
Scrum sprint optimizer and automated project manager.
|
F 22 3⁄5 | ||||||||
| 31371 |
MCP server providing attendance data queries via the CloudTime API.
|
F 22 3⁄5 | ||||||||
| 31372 |
SQL data health analyzer and pipeline observability evaluator.
|
F 22 3⁄5 | ||||||||
| 31373 |
Auto-generate changelogs from GitHub PRs with AI-powered categorization and rew…
|
F 22 3⁄5 | ||||||||
| 31374 |
WorkMagic MCP
|
F 22 3⁄5 | ||||||||
| 31375 |
NLocq
|
F 22 3⁄5 | ||||||||
| 31376 |
OrganiKPI MCP: search and fetch services, posts and tools as clean markdown (re…
|
F 22 3⁄5 | ||||||||
| 31377 |
Enables AI agents to access Bright Security tools for app discovery and securit…
|
F 22 3⁄5 | ||||||||
| 31378 |
MCP tools for x402 readiness, paid-path probes, launch packs, and trust receipt…
|
F 22 3⁄5 | ||||||||
| 31379 |
Search and browse a curated gallery of memes, infographics, and visual content.
|
F 22 3⁄5 | ||||||||
| 31380 |
AI predictions on psychedelic medicine regulation. 8-agent swarm, 460+ daily si…
|
F 22 3⁄5 | ||||||||
| 31381 |
Enable Large Language Model clients to interact seamlessly with any MediaWiki w…
|
F 22 3⁄5 | ||||||||
| 31382 |
An MCP server for docs.continue.dev
|
F 22 3⁄5 | ||||||||
| 31383 |
Citation-backed honey producer discovery by place or varietal. Free, no auth.
|
F 22 3⁄5 | ||||||||
| 31384 |
Search GitHub, npm, PyPI, StackOverflow, ArXiv from one MCP — built for coding …
|
F 22 3⁄5 | ||||||||
| 31385 |
Medical RAG: semantic search for clinical guidelines, drug interactions, diagno…
|
F 22 3⁄5 | ||||||||
| 31386 |
Persistent memory layer for AI agents. Sub-100ms recall, semantic search, knowl…
|
F 22 3⁄5 | ||||||||
| 31387 |
Generate game sprite sheets and animations from an image, and clean up sprite b…
|
F 22 3⁄5 | ||||||||
| 31388 |
Send AI bots to attend meetings on your behalf. Get recordings, transcripts, an…
|
F 22 3⁄5 | ||||||||
| 31389 |
Multi-agent swarm planner and project sprint allocator.
|
F 22 3⁄5 | ||||||||
| 31390 |
Human-in-the-loop API for AI agents. CAPTCHA, OTP, KYC, and approvals by real h…
|
F 22 3⁄5 | ||||||||
| 31391 |
Redesign interiors and exteriors instantly using AI. Turn sketches into realist…
|
F 22 3⁄5 | ||||||||
| 31392 |
AI-powered optimization API by Sematryx
|
F 22 3⁄5 | ||||||||
| 31393 |
Google and Meta ad campaign bidding optimizer.
|
F 22 3⁄5 | ||||||||
| 31394 |
Live golf tee time availability across US courses. Search by location, date, pl…
|
F 22 3⁄5 | ||||||||
| 31395 |
Query application logs, traces, and metrics from your AI coding assistant via F…
|
F 22 3⁄5 | ||||||||
| 31396 |
Assemble a reporting export row
|
F 22 3⁄5 | ||||||||
| 31397 |
Plan a profile governance setting
|
F 22 3⁄5 | ||||||||
| 31398 |
Identify a configuration label for a release brief
|
F 22 3⁄5 | ||||||||
| 31399 |
Render HTML and CSS to PNG images over HTTP. Send HTML and CSS and get a PNG ba…
|
F 22 3⁄5 | ||||||||
| 31400 |
MCP channel between two AI workspaces: send messages, wait for replies, read hi…
|
F 22 3⁄5 | ||||||||