MCP Server Quality Scores
Independent quality analysis of 69400 public MCP servers
Last updated 4 hours, 51 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 31201 |
Read-only access to your Cove finances: accounts, spending, transactions and re…
|
F 34 2⁄5 | ||||||||
| 31202 |
Your AI writes inside real screenplays: formatted scenes, locked numbering, out…
|
F 34 2⁄5 | ||||||||
| 31203 |
AI video, image, text and audio tools from your vuela.ai account
|
F 34 2⁄5 | ||||||||
| 31204 |
Fugentic helps any business to be found by customers using AI to find products …
|
F 34 2⁄5 | ||||||||
| 31205 |
Your business board for Claude and ChatGPT: tasks, sub-cards, CRM, posts, track…
|
F 34 2⁄5 | ||||||||
| 31206 |
Permissioned access to Outlook, OneDrive and Teams via the user's own Microsoft…
|
F 34 2⁄5 | ||||||||
| 31207 |
Engineering calculation MCP server for oil and gas engineering applications.
|
F 34 2⁄5 | ||||||||
| 31208 |
Australian lender credit policy library and client files for mortgage and finan…
|
F 34 2⁄5 | ||||||||
| 31209 |
AI photoshoots of real Indian people: 374 ethnicities, clothing, places and fes…
|
F 34 2⁄5 | ||||||||
| 31210 |
7 recruiting tools over one MCP endpoint: ATS boards, LinkedIn jobs, profiles, …
|
F 34 2⁄5 | ||||||||
| 31211 |
Read-only access to your Tomelet notes, highlights and bookmarks, each linked t…
|
F 34 2⁄5 | ||||||||
| 31212 |
Build websites and apps from a prompt, edit files, publish, and check credits a…
|
F 34 2⁄5 | ||||||||
| 31213 |
Edit your own videos by chatting in Claude or ChatGPT: cut, caption, add music …
|
F 34 2⁄5 | ||||||||
| 31214 |
Run in-product voice interviews with AI agents and analyze source-linked eviden…
|
F 34 2⁄5 | ||||||||
| 31215 |
AI video editor: create projects, edit timelines, add captions and effects, and…
|
F 34 2⁄5 | ||||||||
| 31216 |
Your LinkedIn inbox, connections and video views for AI. Works with any CRM. Dr…
|
F 34 2⁄5 | ||||||||
| 31217 |
Turn an app into TikTok-style video ads: agents pull rendered ad batches, capti…
|
F 34 2⁄5 | ||||||||
| 31218 |
AI video production, idea to final cut: generate, edit and assemble films, ads …
|
F 34 2⁄5 | ||||||||
| 31219 |
AI Knowledge Platform: turn videos, PDFs, and slides into subtitles, voiceovers…
|
F 34 2⁄5 | ||||||||
| 31220 |
Preventive human-approval write-gate for AI agents: writes commit only after a …
|
F 34 2⁄5 | ||||||||
| 31221 |
Agent-Ready Video (ARV): search video moments, moment context, rights, and sign…
|
F 34 2⁄5 | ||||||||
| 31222 |
AI agent that fills CBAM, GHG, CSRD/ESRS, EU Taxonomy, CDP and other sustainabi…
|
F 34 2⁄5 | ||||||||
| 31223 |
Verify claims and sources, and check whether AI assistants name a brand.
|
F 34 2⁄5 | ||||||||
| 31224 |
RIZZA — your AI dating wingman: conversation-aware replies, openers, and profil…
|
F 34 2⁄5 | ||||||||
| 31225 |
Competitor backlink gaps, page-by-page link plans, publisher matches and link m…
|
F 34 2⁄5 | ||||||||
| 31226 |
Answer security questionnaires and RFPs from your AI knowledge base.
|
F 34 2⁄5 | ||||||||
| 31227 |
Check who your agent is about to pay over x402: real service, relayer, treasury…
|
F 34 2⁄5 | ||||||||
| 31228 |
Grounded financial research for agents: filings, transcripts, news across US an…
|
F 34 2⁄5 | ||||||||
| 31229 |
Meal, activity and sleep diary your assistant records into, with reports for yo…
|
F 34 2⁄5 | ||||||||
| 31230 |
Search and read public Black Label Golf pages with source URLs.
|
F 34 2⁄5 | ||||||||
| 31231 |
Remote MCP for 9192 discovery, pricebook, payment rails, GET_PULSE quotes, and …
|
F 34 2⁄5 | ||||||||
| 31232 |
One connector URL giving any MCP client live access to 21 services and 51 tools.
|
F 34 2⁄5 | ||||||||
| 31233 |
Scheduling built for sign language interpreting: assignments, availability, Sug…
|
F 34 2⁄5 | ||||||||
| 31234 |
REST API + MCP gateway for AI commerce: search, catalog enrichment, feeds/GEO, …
|
F 34 2⁄5 | ||||||||
| 31235 |
Financial and covenant data for public and private credit: statements, cap stac…
|
F 34 2⁄5 | ||||||||
| 31236 |
AI image, video, audio and text tools for creators. Pay per use with credits.
|
F 34 2⁄5 | ||||||||
| 31237 |
AI search visibility: where ChatGPT, Perplexity, Gemini and Google AI cite you.…
|
F 34 2⁄5 | ||||||||
| 31238 |
Grant readiness and application checklist generator for schools/PTAs/nonprofits.
|
F 34 2⁄5 | ||||||||
| 31239 |
B2B credit risk evaluator and supply chain health scoring oracle.
|
F 34 2⁄5 | ||||||||
| 31240 |
Plan and manage strength training for athletes — mesocycles, weekly volume, and…
|
F 34 2⁄5 | ||||||||
| 31241 |
Marketplace of code templates: buy, sell and manage orders in USDC with on-chai…
|
F 34 2⁄5 | ||||||||
| 31242 |
Run and compare LLMs, generate images and video, with the real yen cost returne…
|
F 34 2⁄5 | ||||||||
| 31243 |
Mador: how often AI assistants name your local business. Read-only tools for yo…
|
F 34 2⁄5 | ||||||||
| 31244 |
Validate, build, and publish the resume you keep as YAML in your own GitHub rep…
|
F 34 2⁄5 | ||||||||
| 31245 |
Institutional hotel valuations in seconds: NOI/cap rate, USALI P&L, IRR/MOIC, m…
|
F 34 2⁄5 | ||||||||
| 31246 |
Create and monitor AppWizzy app environments from GitHub or ZIP with AI agents.
|
F 34 2⁄5 | ||||||||
| 31247 |
Agent-operated. Free tiers, trial credits and discounts on AI APIs, each dated …
|
F 34 2⁄5 | ||||||||
| 31248 |
Persistent, portable memory for AI assistants — your private memory graph, from…
|
F 34 2⁄5 | ||||||||
| 31249 |
Australian planning data for ~455 councils, 7 states — clause-cited, confidence…
|
F 34 2⁄5 | ||||||||
| 31250 |
Ask what you saved in Giant Mind and get a brief of recent memories. Saving new…
|
F 34 2⁄5 | ||||||||