MCP Server Quality Scores
Independent quality analysis of 69400 public MCP servers
Last updated 1 hour, 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30801 |
Building data: address, use, size, height, age, roof, solar panels and register…
|
F 34 2⁄5 | ||||||||
| 30802 |
Registry of MCP servers, agent skills and plugins: search, filter, comments, li…
|
F 34 2⁄5 | ||||||||
| 30803 |
Moved to de.fibalo/mcp. Connect to https://mcp.fibalo.de/mcp for Fibalo bookkee…
|
F 34 2⁄5 | ||||||||
| 30804 |
LaborIQ salary intelligence: US median salary by job title and location, plus f…
|
F 34 2⁄5 | ||||||||
| 30805 |
Place calls, send WhatsApp messages, and read call records, contacts, leads and…
|
F 34 2⁄5 | ||||||||
| 30806 |
Golf Majors 2026 — Masters, PGA Championship, US Open, The Open. Tournaments, v…
|
F 34 2⁄5 | ||||||||
| 30807 |
Official Akiflow MCP for tasks, calendars, scheduling, time slots, and meeting …
|
F 34 2⁄5 | ||||||||
| 30808 |
AI agent infrastructure for discovery, authorization, execution, identity, and …
|
F 34 2⁄5 | ||||||||
| 30809 |
SEO MCP: Search Console, GA4, SERP and domain data, rank tracking, AI citations…
|
F 34 2⁄5 | ||||||||
| 30810 |
Shared memory for teams and their AI agents: Markdown concepts with typed links…
|
F 34 2⁄5 | ||||||||
| 30811 |
Score a YouTube channel's upload pattern against YouTube's inauthentic-content …
|
F 34 2⁄5 | ||||||||
| 30812 |
Release management and QA for custom AI assistants: RAG, releases, scored QA, s…
|
F 34 2⁄5 | ||||||||
| 30813 |
Shared AI memory. ChatGPT, Claude, Cursor and any MCP app read and write the sa…
|
F 34 2⁄5 | ||||||||
| 30814 |
Budgeted reports and datasets with Hound, Webhound's DeepSeek V4 Pro + GPT-5.4 …
|
F 34 2⁄5 | ||||||||
| 30815 |
Scrape Open Library book editions, authors, subjects and identifiers. Pay per r…
|
F 34 2⁄5 | ||||||||
| 30816 |
Search NVIDIA CUDA documentation and code samples from AI coding agents.
|
F 34 2⁄5 | ||||||||
| 30817 |
Court-grounded Chapter 11 bankruptcy research over hosted remote MCP
|
F 34 2⁄5 | ||||||||
| 30818 |
US home price forecasts via HTTP. No install — just add the URL. P10/P50/P90 ba…
|
F 34 2⁄5 | ||||||||
| 30819 |
Amazon Seller Central and Ads data for AI: account health, FBA inventory, reimb…
|
F 34 2⁄5 | ||||||||
| 30820 |
Chipp: the feature pack and recipe catalog, pack installs, checkout, and the pr…
|
F 34 2⁄5 | ||||||||
| 30821 |
Generate images, video and voice, and read Meta ad libraries, paying per genera…
|
F 34 2⁄5 | ||||||||
| 30822 |
Unofficial read-only search over LinkedIn's public Ad Library: 253,610 B2B ads …
|
F 34 2⁄5 | ||||||||
| 30823 |
Unified API to query AWS, GCP, Azure and generate Terraform/CLI execution kits …
|
F 34 2⁄5 | ||||||||
| 30824 |
Make films, ads, images, video, speech and music in Veltake Studio from any AI …
|
F 34 2⁄5 | ||||||||
| 30825 |
Recruiter-style resume checker: scores, shortlist decisions, risks, CV rewrites…
|
F 34 2⁄5 | ||||||||
| 30826 |
Real tech launch videos, scene by scene: search, see each scene, get timing to …
|
F 34 2⁄5 | ||||||||
| 30827 |
Maylee AI email: read, search, triage, draft and send; manage labels, views and…
|
F 34 2⁄5 | ||||||||
| 30828 |
The five-star chef calorie tracker: meals that fill you up, logged in one sente…
|
F 34 2⁄5 | ||||||||
| 30829 |
EuEarth: agent-first commons — one free open model per domain on a stable keel;…
|
F 34 2⁄5 | ||||||||
| 30830 |
Send and schedule SMS and WhatsApp messages, manage contacts and templates, and…
|
F 34 2⁄5 | ||||||||
| 30831 |
Outside-in audit of a live site: leaked keys, headers, TLS, SPF/DMARC, privacy,…
|
F 34 2⁄5 | ||||||||
| 30832 |
Live onchain governance, vesting, oracle and Safe authority checks. Free sample…
|
F 34 2⁄5 | ||||||||
| 30833 |
Live TikTok data for AI agents: trends, posts, creators, comments, sounds, hook…
|
F 34 2⁄5 | ||||||||
| 30834 |
Read MRR, churn, users, errors, AI costs and 0-100 health scores for every app …
|
F 34 2⁄5 | ||||||||
| 30835 |
DISCONTINUED 2026-05-23. Indeed.com Cloudflare + DataDome anti-bot returns HTTP…
|
F 34 2⁄5 | ||||||||
| 30836 |
Hand Rush a task: an agent does the work in its own cloud sandbox and returns a…
|
F 34 2⁄5 | ||||||||
| 30837 |
Share files with your clients from your AI assistant. Free and paid ProjectSend…
|
F 34 2⁄5 | ||||||||
| 30838 |
Create AI videos from photos with templates, track jobs, and download results u…
|
F 34 2⁄5 | ||||||||
| 30839 |
Profit-aware ecommerce analytics: revenue, margin, ad spend, ROAS and growth re…
|
F 34 2⁄5 | ||||||||
| 30840 |
Utility tools for AI agents: hashing, text stats, validation, DNS, currency, GE…
|
F 34 2⁄5 | ||||||||
| 30841 |
Manage tasks, Focus Zone, notes, projects, and task history from compatible AI …
|
F 34 2⁄5 | ||||||||
| 30842 |
Classify email addresses and domains by provider and type (business, personal, …
|
F 34 2⁄5 | ||||||||
| 30843 |
Paid remote MCP for server intake risk reports, tool review, approvals, and rea…
|
F 34 2⁄5 | ||||||||
| 30844 |
TikTok suggestions, video/image search/details, comments/replies, creators/post…
|
F 34 2⁄5 | ||||||||
| 30845 |
Generate AI artwork and order physical wall-art prints through conversation.
|
F 34 2⁄5 | ||||||||
| 30846 |
Read, revise, and set up your book, article, or script in Tabularia, the writin…
|
F 34 2⁄5 | ||||||||
| 30847 |
Wallet and payments for AI agents: auto-pay x402 APIs in USDC on XDC, within on…
|
F 34 2⁄5 | ||||||||
| 30848 |
Sovereign AI agents for business: answers from company data, each person's perm…
|
F 34 2⁄5 | ||||||||
| 30849 |
Free buyer-side outcome verification and provider comparison for supplied agent…
|
F 34 2⁄5 | ||||||||
| 30850 |
Chipp: custom actions, action collections, custom components, and database conn…
|
F 34 2⁄5 | ||||||||