MCP Server Quality Scores
Independent quality analysis of 69400 public MCP servers
Last updated 2 hours, 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 31501 |
Highlight anything you read. Then ask your AI about it: search, read and edit y…
|
F 34 2⁄5 | ||||||||
| 31502 |
Bulk Bluesky profiles plus full follower/following exports via the open AT Prot…
|
F 34 2⁄5 | ||||||||
| 31503 |
Validated API and app vulnerability findings with remediation guidance.
|
F 34 2⁄5 | ||||||||
| 31504 |
AI voice interviewer: create roles, screen CVs, schedule interviews, read score…
|
F 34 2⁄5 | ||||||||
| 31505 |
Answer security questionnaires and RFPs from your AI knowledge base.
|
F 34 2⁄5 | ||||||||
| 31506 |
Stock calls from finance influencers, linked to source and scored. Free with an…
|
F 34 2⁄5 | ||||||||
| 31507 |
AI Accountant for Quickbooks- recording, reconcile, month-end close
|
F 34 2⁄5 | ||||||||
| 31508 |
Search and read public Black Label Golf pages with source URLs.
|
F 34 2⁄5 | ||||||||
| 31509 |
One connector URL giving any MCP client live access to 21 services and 51 tools.
|
F 34 2⁄5 | ||||||||
| 31510 |
Register SCORM packages and manage client dispatches and usage from an AI assis…
|
F 34 2⁄5 | ||||||||
| 31511 |
HR in Worklayer: people, time off, tasks, approvals, expenses and analytics, wi…
|
F 34 2⁄5 | ||||||||
| 31512 |
Financial and covenant data for public and private credit: statements, cap stac…
|
F 34 2⁄5 | ||||||||
| 31513 |
Search real-world UI & UX design references for mobile apps, web apps, and webs…
|
F 34 2⁄5 | ||||||||
| 31514 |
One key and one balance for 2,500+ data APIs from 90+ providers. Your AI agent …
|
F 34 2⁄5 | ||||||||
| 31515 |
Search DevRel tools, communities, jobs, events, CFPs, and guides from devrel.di…
|
F 34 2⁄5 | ||||||||
| 31516 |
Plan and manage strength training for athletes — mesocycles, weekly volume, and…
|
F 34 2⁄5 | ||||||||
| 31517 |
Stage dialogue scenes in a 3D set and turn them into AI video shots from your V…
|
F 34 2⁄5 | ||||||||
| 31518 |
Verify B20 tokens on Base: issuer powers, imposter detection, signed EIP-712 ve…
|
F 34 2⁄5 | ||||||||
| 31519 |
Extract, ask, compare and parse PDFs/images with source evidence. OAuth sign-in…
|
F 34 2⁄5 | ||||||||
| 31520 |
Plan a translation setting
|
F 34 2⁄5 | ||||||||
| 31521 |
Mador: how often AI assistants name your local business. Read-only tools for yo…
|
F 34 2⁄5 | ||||||||
| 31522 |
Read and search your handwritten Boox notes from Claude or ChatGPT. Needs a Mar…
|
F 34 2⁄5 | ||||||||
| 31523 |
Give your AI a place to publish: living pages with live data, shareable links, …
|
F 34 2⁄5 | ||||||||
| 31524 |
Crypto market signals, technical indicators, and sentiment analysis for AI agen…
|
F 34 2⁄5 | ||||||||
| 31525 |
Institutional hotel valuations in seconds: NOI/cap rate, USALI P&L, IRR/MOIC, m…
|
F 34 2⁄5 | ||||||||
| 31526 |
Field service management for trades: clients, jobs, estimates, invoices, schedu…
|
F 34 2⁄5 | ||||||||
| 31527 |
Run OSINT queries and investigations with Indicia
|
F 34 2⁄5 | ||||||||
| 31528 |
Ask your AI anything about any podcast. 4.8M shows: who makes them, why, and ho…
|
F 34 2⁄5 | ||||||||
| 31529 |
Real-time Blockchain Trading intelligence - Token prices, trades, marketcap, Tr…
|
F 34 2⁄5 | ||||||||
| 31530 |
Confirm a US business is real and find who controls it. 32.6M official registry…
|
F 34 2⁄5 | ||||||||
| 31531 |
AI assistant integration for Leaf — track books, log reading sessions, and mana…
|
F 34 2⁄5 | ||||||||
| 31532 |
Analyze global markets and manage your portfolio
|
F 34 2⁄5 | ||||||||
| 31533 |
Search and organize the links, images, videos, and posts you saved in Hipppo, f…
|
F 34 2⁄5 | ||||||||
| 31534 |
Give your AI assistant real meeting context via Fathom so every output grounded…
|
F 34 2⁄5 | ||||||||
| 31535 |
Ask what you saved in Giant Mind and get a brief of recent memories. Saving new…
|
F 34 2⁄5 | ||||||||
| 31536 |
Your runs, walks, lifts, sleep and heart rate from Mobela, plus your AI coach's…
|
F 34 2⁄5 | ||||||||
| 31537 |
Adaptive Flow Delivery: phases, gates, lexicon (free, sign in with your AFD Ins…
|
F 34 2⁄5 | ||||||||
| 31538 |
Read a project's prompts, logs and agents, and send new work to the agent on yo…
|
F 34 2⁄5 | ||||||||
| 31539 |
Read-only access to Kaizan client data.
|
F 34 2⁄5 | ||||||||
| 31540 |
Identify plants, mushrooms and insects, and keep your garden’s records and jobs…
|
F 34 2⁄5 | ||||||||
| 31541 |
Busca semantica de jurisprudencia brasileira: STJ, STF e 9 tribunais estaduais,…
|
F 34 2⁄5 | ||||||||
| 31542 |
Marketing analytics from your real data: GA4, Piano, Matomo, Shopify, Google Ad…
|
F 34 2⁄5 | ||||||||
| 31543 |
Work a decision through SwingFactor’s method: build and challenge a model of wh…
|
F 34 2⁄5 | ||||||||
| 31544 |
Autonomous music production for AI agents with MIDI generation, QC and provenan…
|
F 34 2⁄5 | ||||||||
| 31545 |
Read and manage your Google Ads account in chat.
|
F 34 2⁄5 | ||||||||
| 31546 |
Semantic search over 438 AutoHotkey tools, scripts and courses at the-automator…
|
F 34 2⁄5 | ||||||||
| 31547 |
Spaceti workplace analytics: occupancy, environment, bookings, sensors. Read-on…
|
F 34 2⁄5 | ||||||||
| 31548 |
Fugentic MCP server for mattest4-qyroac
|
F 34 2⁄5 | ||||||||
| 31549 |
Score a subscription flow against US click-to-cancel / auto-renewal laws.
|
F 34 2⁄5 | ||||||||
| 31550 |
A live clock for your assistant.
|
F 34 2⁄5 | ||||||||