MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 3 hours, 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 29401 |
Disposable email inboxes for AI agents. Auto-deletes after 24 hours.
|
F 34 2⁄5 | ||||||||
| 29402 |
Public pages to clean JSON or Markdown, plus bounded site mapping and crawl. Fa…
|
F 34 2⁄5 | ||||||||
| 29403 |
The AI that understands raw data: Schema over your tables and databases, as MCP…
|
F 34 2⁄5 | ||||||||
| 29404 |
Phoenix/rebrand relink detection: links a debarred principal to a newly-formed …
|
F 34 2⁄5 | ||||||||
| 29405 |
Dijin is a Memory Layer: recall notes, decisions, and evidence-backed answers a…
|
F 34 2⁄5 | ||||||||
| 29406 |
Turn AI-built work into tracked, gated share links your clients can open.
|
F 34 2⁄5 | ||||||||
| 29407 |
Live chat + AI support inbox: list, triage, and reply to customer conversations…
|
F 34 2⁄5 | ||||||||
| 29408 |
Your own Bilance finances: balances, transactions, budgets, recurring payments,…
|
F 34 2⁄5 | ||||||||
| 29409 |
A UPí, IA da upCampo: consulte a fazenda, tire dúvidas do sistema e registre la…
|
F 34 2⁄5 | ||||||||
| 29410 |
Real-time Blockchain Trading intelligence - Token prices, trades, marketcap, Tr…
|
F 34 2⁄5 | ||||||||
| 29411 |
Create and edit saved resumes, make tailored or translated copies, and export P…
|
F 34 2⁄5 | ||||||||
| 29412 |
Dispatch and track Alchemist Cloud tickets, watch deploys, read logs, and query…
|
F 34 2⁄5 | ||||||||
| 29413 |
Connect your Calaf recruiting book: validate and import seeds; people arrive st…
|
F 34 2⁄5 | ||||||||
| 29414 |
Streamable HTTP MCP server exposing planner flows, tasks, and squads.
|
F 34 2⁄5 | ||||||||
| 29415 |
Spanish Veri*factu invoicing: create invoices and manage billing from your AI a…
|
F 34 2⁄5 | ||||||||
| 29416 |
Launch and manage Meta and Google Ads from your AI assistant. You approve every…
|
F 34 2⁄5 | ||||||||
| 29417 |
Governed MCP gateway: one endpoint for your tools, with credential custody and …
|
F 34 2⁄5 | ||||||||
| 29418 |
Your AI assistants coordinate with other people's in one shared library across …
|
F 34 2⁄5 | ||||||||
| 29419 |
Manage a gym or studio: schedule classes, members, passes, memberships, staff a…
|
F 34 2⁄5 | ||||||||
| 29420 |
Test-inbox API for email and SMS: create inboxes, long-poll messages, extract O…
|
F 34 2⁄5 | ||||||||
| 29421 |
Company intelligence for AI agents: a five-layer domain dossier in one sniff_do…
|
F 34 2⁄5 | ||||||||
| 29422 |
Agent-complete, permission-scoped product operations for Priorify workspaces.
|
F 34 2⁄5 | ||||||||
| 29423 |
Search flights by route, dates, passengers, and cabin class. By Alice, Israel's…
|
F 34 2⁄5 | ||||||||
| 29424 |
Run Meta ads from your AI assistant: briefings, drop diagnosis, winners, budget…
|
F 34 2⁄5 | ||||||||
| 29425 |
Track social mentions, find opportunities, and manage keywords with Mentionkit.
|
F 34 2⁄5 | ||||||||
| 29426 |
Translate text or HTML, detect languages, and list supported languages with Lan…
|
F 34 2⁄5 | ||||||||
| 29427 |
12 MCP tools: invoice→JSON, text→SQL, PII redaction, regex & more. Free to try,…
|
F 34 2⁄5 | ||||||||
| 29428 |
Allows MCP access to MCP Scoreboard data.
|
F 34 2⁄5 | ||||||||
| 29429 |
Extension and app analytics across Chrome, Edge, Firefox, Google Play, and the …
|
F 34 2⁄5 | ||||||||
| 29430 |
Turn Claude into a creative studio: DNA-locked characters, images, video, voice…
|
F 34 2⁄5 | ||||||||
| 29431 |
Put an HTML or React artifact online as a web page with its own address, passwo…
|
F 34 2⁄5 | ||||||||
| 29432 |
Trust scores and organic demand intelligence for x402 agents
|
F 34 2⁄5 | ||||||||
| 29433 |
把 Agent 为客户生成的方案发布成客户专属的微信/手机可读链接，收回客户看了什么、说了什么，再交回 Agent 改下一版。需授权（OAuth 2.1 或 …
|
F 34 2⁄5 | ||||||||
| 29434 |
Free KZ agent utilities (Kazpost tracking, IIN/BIN, IBAN, LEI, FX) + governed A…
|
F 34 2⁄5 | ||||||||
| 29435 |
Hosted runtime for persistent agent teams, durable workflows, memory, schedules…
|
F 34 2⁄5 | ||||||||
| 29436 |
Bioprocess design: generate purification routes, simulate fermentation and sepa…
|
F 34 2⁄5 | ||||||||
| 29437 |
Agentic AI for business intelligence: discover, verify and enrich company and c…
|
F 34 2⁄5 | ||||||||
| 29438 |
TikTok Ads automation with AI: analyze performance, manage campaigns, optimize …
|
F 34 2⁄5 | ||||||||
| 29439 |
Generate and edit images and create short videos inside Claude. Prepaid credits…
|
F 34 2⁄5 | ||||||||
| 29440 |
Portable memory for AI agents: capture once, recall across Claude, Cursor, and …
|
F 34 2⁄5 | ||||||||
| 29441 |
Generic URL crawl + HTML extraction — fallback for sites without dedicated MCPs.
|
F 34 2⁄5 | ||||||||
| 29442 |
Create, edit, preview and publish FormEdge forms and landing pages, and review …
|
F 34 2⁄5 | ||||||||
| 29443 |
Live verified resort snow, forecasts, powder search, trip planning & grounded Q…
|
F 34 2⁄5 | ||||||||
| 29444 |
Connect your portfolio to Claude, ChatGPT, or Codex to analyze it and make smar…
|
F 34 2⁄5 | ||||||||
| 29445 |
Zhihu/知乎 hot list, search/details, comments/replies, creators/articles, and vid…
|
F 34 2⁄5 | ||||||||
| 29446 |
Indian Railways IRCTC helps you to view, track trains schedules, ticket status …
|
F 34 2⁄5 | ||||||||
| 29447 |
German land values (Bodenrichtwerte) by address + land-use type. Coverage varie…
|
F 34 2⁄5 | ||||||||
| 29448 |
Evidence-gated quant research for TradingView Pine Script strategies, run from …
|
F 34 2⁄5 | ||||||||
| 29449 |
Design, publish and render PDF templates with Typst. Full template lifecycle ov…
|
F 34 2⁄5 | ||||||||
| 29450 |
Generate images, videos, voiceovers, and captions from a chat prompt.
|
F 34 2⁄5 | ||||||||