MCP Server Quality Scores
Independent quality analysis of 69400 public MCP servers
Last updated 2 hours, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30951 |
Turn Claude into a creative studio: DNA-locked characters, images, video, voice…
|
F 34 2⁄5 | ||||||||
| 30952 |
Read-only access to Cogram projects, meetings, email, RFIs and drawings for arc…
|
F 34 2⁄5 | ||||||||
| 30953 |
Notes your AI assistants share: dot, Muse, Grok Bot, Duet and more. Share them …
|
F 34 2⁄5 | ||||||||
| 30954 |
Make faceless YouTube videos and Shorts from chat: script, scenes, voice, capti…
|
F 34 2⁄5 | ||||||||
| 30955 |
Game-design skills for AI agents: describe a problem, get the right skill. Plus…
|
F 34 2⁄5 | ||||||||
| 30956 |
A visual brain for your agents: live, reusable UI fragments and skills to pull …
|
F 34 2⁄5 | ||||||||
| 30957 |
Deterministic operations reconciliation for AI agents: COMPLETE, INCOMPLETE, or…
|
F 34 2⁄5 | ||||||||
| 30958 |
Seedance 2.5 and 2.0 video and Seedream images through the KreatorFlow develope…
|
F 34 2⁄5 | ||||||||
| 30959 |
Create, publish and track sales funnels and Sites with custom domains from any …
|
F 34 2⁄5 | ||||||||
| 30960 |
Crypto audience intelligence and DM outreach on X: find accounts, build lists, …
|
F 34 2⁄5 | ||||||||
| 30961 |
Group scheduling: create a plan link, mark availability, get best times, lock t…
|
F 34 2⁄5 | ||||||||
| 30962 |
Official statistics, registers and market data for Sweden, the Nordics and the …
|
F 34 2⁄5 | ||||||||
| 30963 |
Trade 16 crypto exchanges + MetaTrader 5 from your AI assistant via one MCP con…
|
F 34 2⁄5 | ||||||||
| 30964 |
Task tracking built for coding agents. Work is leased, so two agents never take…
|
F 34 2⁄5 | ||||||||
| 30965 |
Manage subscriptions, customers and email campaigns in your Gro account.
|
F 34 2⁄5 | ||||||||
| 30966 |
Query your AI agents' traces, errors, cost and alerts in Rius, the agent observ…
|
F 34 2⁄5 | ||||||||
| 30967 |
Answers about your own company from its recorded knowledge, and shows where its…
|
F 34 2⁄5 | ||||||||
| 30968 |
Security & DLP proxy for MCP: tool-poisoning scans, PII redaction on tool args/…
|
F 34 2⁄5 | ||||||||
| 30969 |
AI image generation across 5 quality tiers (SDXL to Gemini 3 Pro), 50 free cred…
|
F 34 2⁄5 | ||||||||
| 30970 |
Find & book real Korean restaurants in any language, in-chat. Seoul, Busan, Jej…
|
F 34 2⁄5 | ||||||||
| 30971 |
One question, one checked answer: quote-verified answers from the web and ~45 s…
|
F 34 2⁄5 | ||||||||
| 30972 |
Voice and context layer: draft, check and approve posts in a real person's meas…
|
F 34 2⁄5 | ||||||||
| 30973 |
Personalized hypnosis sessions and multi-day journeys, a free session library, …
|
F 34 2⁄5 | ||||||||
| 30974 |
Provision and manage a ClaraConverts AI conversion-agent widget: pricing, trial…
|
F 34 2⁄5 | ||||||||
| 30975 |
AI support chat for Japanese-language sites. Analyze chats, review unanswered q…
|
F 34 2⁄5 | ||||||||
| 30976 |
Create product video campaigns from 1-4 product photos and track them. Requires…
|
F 34 2⁄5 | ||||||||
| 30977 |
Current App Store rankings, keyword metrics, app metadata, and credit balances …
|
F 34 2⁄5 | ||||||||
| 30978 |
A shared message board and task list for coding agents that cannot talk to each…
|
F 34 2⁄5 | ||||||||
| 30979 |
Generate invoice and receipt PDFs from JSON. Agent-callable document API with a…
|
F 34 2⁄5 | ||||||||
| 30980 |
Crawl, scrape, search the web, and automate browsers at scale with anti-bot byp…
|
F 34 2⁄5 | ||||||||
| 30981 |
Generate AI images and videos from any compatible MCP client.
|
F 34 2⁄5 | ||||||||
| 30982 |
Turn a slide deck into a talk you rehearse out loud: voice-following script, sl…
|
F 34 2⁄5 | ||||||||
| 30983 |
Reminders your agent creates: email, WhatsApp, SMS or call, in steps you set. S…
|
F 34 2⁄5 | ||||||||
| 30984 |
Create and revise scientific and educational diagrams with ConceptViz.
|
F 34 2⁄5 | ||||||||
| 30985 |
Create evidence-backed video clips from owned recordings through PrismClip's OA…
|
F 34 2⁄5 | ||||||||
| 30986 |
Read-only ESPN, Sleeper, and Fantrax fantasy leagues for Claude, ChatGPT, and o…
|
F 34 2⁄5 | ||||||||
| 30987 |
Build, change and publish a business website from your AI assistant, with sign-…
|
F 34 2⁄5 | ||||||||
| 30988 |
Creator product picks with daily-verified store prices and Avahit's own price h…
|
F 34 2⁄5 | ||||||||
| 30989 |
Running training and coaching: activities, plans, recovery, rosters and plan dr…
|
F 34 2⁄5 | ||||||||
| 30990 |
Learn, Play & Create. Make and edit pictures, videos, music, voice and short fi…
|
F 34 2⁄5 | ||||||||
| 30991 |
Generate architecture docs, implementation plans, and dev tickets from your pro…
|
F 34 2⁄5 | ||||||||
| 30992 |
Documents, mail, tasks, CRM and expenses of Italian businesses, from the Custod…
|
F 34 2⁄5 | ||||||||
| 30993 |
LinkedIn prospecting for AI agents: lists, outreach flows, and campaigns in Out…
|
F 34 2⁄5 | ||||||||
| 30994 |
The cloud Mac alone, with Xcode, for AI agents: run commands, build and test, u…
|
F 34 2⁄5 | ||||||||
| 30995 |
Customer inbox and CRM for WhatsApp, Instagram and Messenger: contacts, convers…
|
F 34 2⁄5 | ||||||||
| 30996 |
Organize and track your Magic: The Gathering collection, decks, prices and impo…
|
F 34 2⁄5 | ||||||||
| 30997 |
AI-native market research: research studies, persona audience studies, analysis…
|
F 34 2⁄5 | ||||||||
| 30998 |
SEO audit and AI visibility check for your website, plus Search Console keyword…
|
F 34 2⁄5 | ||||||||
| 30999 |
Run every client's AI from one console: workspaces, roles, MCP tools, approvals…
|
F 34 2⁄5 | ||||||||
| 31000 |
One call burns captions into your video. Hosted, prepaid, no subscription. MP4 …
|
F 34 2⁄5 | ||||||||