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 | ||||||||||
| 31251 |
Finds why Google and AI cannot read your site, gives the exact fix, applies it …
|
F 34 2⁄5 | ||||||||
| 31252 |
MCP-ready hosting provider for Minecraft, BungeeCord, TeamSpeak, VPS and many o…
|
F 34 2⁄5 | ||||||||
| 31253 |
French company data: financials, dirigeants, BODACC, INPI filings, PEP checks, …
|
F 34 2⁄5 | ||||||||
| 31254 |
Buying signals for Shopify agencies: ranked in-market accounts, outreach, deals…
|
F 34 2⁄5 | ||||||||
| 31255 |
Search Reddit, TikTok, YouTube, and Facebook comments for exact customer quotes…
|
F 34 2⁄5 | ||||||||
| 31256 |
PII and secrets sanitization gateway with advanced OCR merging logic.
|
F 34 2⁄5 | ||||||||
| 31257 |
Track your net worth with any AI assistant: read totals and goals, record value…
|
F 34 2⁄5 | ||||||||
| 31258 |
LLM Orchestration Agent (Openai)
|
F 34 2⁄5 | ||||||||
| 31259 |
Help desk: read the queue, answer and solve tickets, look up customers, refund …
|
F 34 2⁄5 | ||||||||
| 31260 |
Search company records, officers, ownership, group structures and financials wi…
|
F 34 2⁄5 | ||||||||
| 31261 |
CircleCI's MCP server: inspect projects, runs, workflows, jobs, logs, tests, an…
|
F 34 2⁄5 | ||||||||
| 31262 |
Agent-driven search: build, import, tune, search, and score result quality — al…
|
F 34 2⁄5 | ||||||||
| 31263 |
AI work orchestration for plans, tasks, teams, and coding-agent dispatch.
|
F 34 2⁄5 | ||||||||
| 31264 |
Make Anki, Quizlet, Mochi and Brainscape decks and review your vocabulary from …
|
F 34 2⁄5 | ||||||||
| 31265 |
Run QuickCasa, the AI leasing platform, from any MCP client: leads, follow-ups,…
|
F 34 2⁄5 | ||||||||
| 31266 |
Finished, on-brand .pptx and .docx from a brief - quality-gated by an agentic c…
|
F 34 2⁄5 | ||||||||
| 31267 |
Search, count, and download Datafiniti business, people, product, and property …
|
F 34 2⁄5 | ||||||||
| 31268 |
Context layer with semantic and visual search and discovery for agentic commerc…
|
F 34 2⁄5 | ||||||||
| 31269 |
Bioprocess design: generate purification routes, simulate fermentation and sepa…
|
F 34 2⁄5 | ||||||||
| 31270 |
Rent, rooms and tenants for rent-by-the-room landlords: who is late, vacancies,…
|
F 34 2⁄5 | ||||||||
| 31271 |
Stellensuche Deutschland: über ½ Million Stellen von Beratern, Portalen und Fir…
|
F 34 2⁄5 | ||||||||
| 31272 |
Build and edit real resumes in your AI Resume Master account, and export them t…
|
F 34 2⁄5 | ||||||||
| 31273 |
Dijin is a Memory Layer: recall notes, decisions, and evidence-backed answers a…
|
F 34 2⁄5 | ||||||||
| 31274 |
Manage your Evertrain training — programs, workouts, exercises, history, and co…
|
F 34 2⁄5 | ||||||||
| 31275 |
Turn YouTube playlists into AI flashcards and learn with spaced repetition.
|
F 34 2⁄5 | ||||||||
| 31276 |
Tailor a CV to a job posting: score the match, propose a reviewable rewrite, ex…
|
F 34 2⁄5 | ||||||||
| 31277 |
BILLZ (Billz) retail store analytics: revenue, profit, stock, top products, cus…
|
F 34 2⁄5 | ||||||||
| 31278 |
Hosted DNA/RNA/protein tools: primers, oligos, PCR, cloning, CRISPR, alignment,…
|
F 34 2⁄5 | ||||||||
| 31279 |
Make, approve, schedule and measure your Product's TikTok, Instagram and YouTub…
|
F 34 2⁄5 | ||||||||
| 31280 |
Turn floor-plan files (DWG/DXF/PDF/IFC) into walkable 3D models; view, edit and…
|
F 34 2⁄5 | ||||||||
| 31281 |
Scan pasted Stripe webhook/checkout code for common integration bugs.
|
F 34 2⁄5 | ||||||||
| 31282 |
Build and run AI image, video and on-brand ad workflows from chat, with brand k…
|
F 34 2⁄5 | ||||||||
| 31283 |
One inbox for SMS and email: read threads, search, manage contacts, and send te…
|
F 34 2⁄5 | ||||||||
| 31284 |
Amazon PPC data, P&L and inventory for AI assistants; changes only after your a…
|
F 34 2⁄5 | ||||||||
| 31285 |
Publish, reply, moderate, search and read insights on your Threads (threads.com…
|
F 34 2⁄5 | ||||||||
| 31286 |
Manage AggREIgator buy-boxes and compliant real-estate deal workflows
|
F 34 2⁄5 | ||||||||
| 31287 |
A searchable knowledge base your assistant reads and writes.
|
F 34 2⁄5 | ||||||||
| 31288 |
AI-powered career tools: job search, skills intelligence, career roadmaps, and …
|
F 34 2⁄5 | ||||||||
| 31289 |
Official Divine API MCP for Horoscope, Tarot, Numerology, and PDF Reports.
|
F 34 2⁄5 | ||||||||
| 31290 |
Search and read the latest news in chat.
|
F 34 2⁄5 | ||||||||
| 31291 |
Live chess tournament results and up-to-date player ratings in chat.
|
F 34 2⁄5 | ||||||||
| 31292 |
Work a decision through SwingFactor’s method: build and challenge a model of wh…
|
F 34 2⁄5 | ||||||||
| 31293 |
The vetted, cross-LLM marketplace of doer agents — itself an MCP server.
|
F 34 2⁄5 | ||||||||
| 31294 |
Launch campaigns, manage ads and analyze performance across Meta, TikTok, Googl…
|
F 34 2⁄5 | ||||||||
| 31295 |
Manage your endurance training data and race preparation
|
F 34 2⁄5 | ||||||||
| 31296 |
Signals, technicals, regime and news for 1,000+ US/TR symbols. Data only, not i…
|
F 34 2⁄5 | ||||||||
| 31297 |
Zabio AI router: docs, models, prices, your usage and calls, and questions to Z…
|
F 34 2⁄5 | ||||||||
| 31298 |
Send and receive email from your verified domains; manage domains, templates an…
|
F 34 2⁄5 | ||||||||
| 31299 |
Grounded financial research for agents: filings, transcripts, news across US an…
|
F 34 2⁄5 | ||||||||
| 31300 |
LinkedIn + cold email outreach: find leads, launch personalized campaigns, mana…
|
F 34 2⁄5 | ||||||||