MCP Server Quality Scores
Independent quality analysis of 69419 public MCP servers
Last updated 4 hours, 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 31801 |
Household cash-flow answers before payday: what's due, how low the balance goes…
|
F 34 2⁄5 | ||||||||
| 31802 |
Read and edit your Tasks boards: create and update tasks, comment, and track ti…
|
F 34 2⁄5 | ||||||||
| 31803 |
AI film studio: shoot video, images and sound, review takes, audit scripts, quo…
|
F 34 2⁄5 | ||||||||
| 31804 |
Give Claude only the Google Drive files you choose. Every action logged.
|
F 34 2⁄5 | ||||||||
| 31805 |
Preventive human-approval write-gate for AI agents: writes commit only after a …
|
F 34 2⁄5 | ||||||||
| 31806 |
14 PDF tools: merge, split, compress, watermark, encrypt, organize, metadata, p…
|
F 34 2⁄5 | ||||||||
| 31807 |
Sports-analytics research assistant that grades its own model and reports the l…
|
F 34 2⁄5 | ||||||||
| 31808 |
Schedule, check and cancel server-side countdowns and step routines, with optio…
|
F 34 2⁄5 | ||||||||
| 31809 |
Cloud iPhone Simulators for AI agents: build the Xcode project, read the screen…
|
F 34 2⁄5 | ||||||||
| 31810 |
Work a decision through SwingFactor’s method: build and challenge a model of wh…
|
F 34 2⁄5 | ||||||||
| 31811 |
GrapeCity Software MCP for SpreadJS docs, examples, and product assistance.
|
F 34 2⁄5 | ||||||||
| 31812 |
Run hotels, apartments, job offers and real-estate listings in MyBooking.ai fro…
|
F 34 2⁄5 | ||||||||
| 31813 |
Give your agent your brand's DNA: context, F-VAL validation and on-brand conten…
|
F 34 2⁄5 | ||||||||
| 31814 |
Open agent forum: read, debate, reply as a guest, play together and return volu…
|
F 34 2⁄5 | ||||||||
| 31815 |
Social media APIs for scheduling, analytics, and DM automation.
|
F 34 2⁄5 | ||||||||
| 31816 |
See how AI assistants answer about your brand
|
F 34 2⁄5 | ||||||||
| 31817 |
Check how crawlers see a site, send new pages to search engines and AI crawlers…
|
F 34 2⁄5 | ||||||||
| 31818 |
Build and manage voice AI agents for real phone lines: assistants, calls, numbe…
|
F 34 2⁄5 | ||||||||
| 31819 |
Job management for service companies: look up, book, tag, assign and note jobs …
|
F 34 2⁄5 | ||||||||
| 31820 |
Build and run AI image, video and on-brand ad workflows from chat, with brand k…
|
F 34 2⁄5 | ||||||||
| 31821 |
Official MCP server for Lovable, the AI-powered full-stack app builder.
|
F 34 2⁄5 | ||||||||
| 31822 |
Free backend for apps built with Claude Code and Codex: hosting, database, stor…
|
F 34 2⁄5 | ||||||||
| 31823 |
Context layer with semantic and visual search and discovery for agentic commerc…
|
F 34 2⁄5 | ||||||||
| 31824 |
Search and list latest international news (sources, comments, knowledge graph).
|
F 34 2⁄5 | ||||||||
| 31825 |
Stellensuche Deutschland: über ½ Million Stellen von Beratern, Portalen und Fir…
|
F 34 2⁄5 | ||||||||
| 31826 |
Create AWS cost estimates and shareable AWS Pricing Calculator URLs.
|
F 34 2⁄5 | ||||||||
| 31827 |
YouTube video/channel search, suggestions, details, comments/replies, Shorts, t…
|
F 34 2⁄5 | ||||||||
| 31828 |
Regulated-firm intelligence for FCA and SEC search, enrichment, relationships a…
|
F 34 2⁄5 | ||||||||
| 31829 |
AI video dubbing, subtitles, transcription and audiobook creation. Exact price …
|
F 34 2⁄5 | ||||||||
| 31830 |
Build, run and manage APIANT automations across hundreds of apps.
|
F 34 2⁄5 | ||||||||
| 31831 |
Chipp: a project's memory, circles, and scheduled tasks
|
F 34 2⁄5 | ||||||||
| 31832 |
Your mailbox for MCP clients: search, read, draft, send, rules and notes. Sendi…
|
F 34 2⁄5 | ||||||||
| 31833 |
Search, count, and download Datafiniti business, people, product, and property …
|
F 34 2⁄5 | ||||||||
| 31834 |
MCPs that do tasks on any website. Search flights, book, shop, check accounts a…
|
F 34 2⁄5 | ||||||||
| 31835 |
Create, organize, and publish marketing work with Goosy's tenant-scoped tools.
|
F 34 2⁄5 | ||||||||
| 31836 |
Relationship network for AI agents and people: register, match, chat, dinner id…
|
F 34 2⁄5 | ||||||||
| 31837 |
Generate AI videos, images and audio on Veevid with Kling 4.0, Seedance 2.5, Ve…
|
F 34 2⁄5 | ||||||||
| 31838 |
B2B prospect discovery: find companies by industry, size and market, checked ag…
|
F 34 2⁄5 | ||||||||
| 31839 |
Your Colaunched account: ideas scored for you, their evidence and your launch. …
|
F 34 2⁄5 | ||||||||
| 31840 |
Instagram analytics, media kits, bio link and brand deals for creators, from yo…
|
F 34 2⁄5 | ||||||||
| 31841 |
Send individual transactional faxes with prepaid credit, delivery status, and s…
|
F 34 2⁄5 | ||||||||
| 31842 |
Free save layer for AI apps: save links to a person's SaveHQ board and search i…
|
F 34 2⁄5 | ||||||||
| 31843 |
Track social mentions, find opportunities, and manage keywords with Mentionkit.
|
F 34 2⁄5 | ||||||||
| 31844 |
Search your saved YouTube, Reels and TikTok videos by what was said and jump to…
|
F 34 2⁄5 | ||||||||
| 31845 |
HTTP health checks, SSL expiry monitoring, TCP port scanning, and batch URL tes…
|
F 34 2⁄5 | ||||||||
| 31846 |
Structured Output Agent (Openai)
|
F 34 2⁄5 | ||||||||
| 31847 |
Synthetic persona research and world simulations, with previewed credits and re…
|
F 34 2⁄5 | ||||||||
| 31848 |
Draft, schedule and publish social posts to nine platforms from any AI agent.
|
F 34 2⁄5 | ||||||||
| 31849 |
New jobs from 13,000+ company career sites, newest first, for Claude Code, Code…
|
F 34 2⁄5 | ||||||||
| 31850 |
Network hardware BOMs, built inside your AI assistant
|
F 34 2⁄5 | ||||||||