MCP Server Quality Scores
Independent quality analysis of 69400 public MCP servers
Last updated 1 hour, 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30251 |
Team WhatsApp inbox: read chats and contacts; every send needs a person's confi…
|
F 34 2⁄5 | ||||||||
| 30252 |
Build websites and apps from a prompt, edit files, publish, and check credits a…
|
F 34 2⁄5 | ||||||||
| 30253 |
Read-only access to your PumpX workout log: sessions, lift history, PRs, routin…
|
F 34 2⁄5 | ||||||||
| 30254 |
Ask AI minds of real, named experts: answers, workflows and critiques in their …
|
F 34 2⁄5 | ||||||||
| 30255 |
Field service management for trades: clients, jobs, estimates, invoices, schedu…
|
F 34 2⁄5 | ||||||||
| 30256 |
Run QuickCasa, the AI leasing platform, from any MCP client: leads, follow-ups,…
|
F 34 2⁄5 | ||||||||
| 30257 |
Turn product pages and creative briefs into finished video and image ads from y…
|
F 34 2⁄5 | ||||||||
| 30258 |
Events by text: plan, invite people and groups, send reminders, track RSVPs. US…
|
F 34 2⁄5 | ||||||||
| 30259 |
Vedic and Western astrology for AI agents: charts, dasha, matchmaking, panchang…
|
F 34 2⁄5 | ||||||||
| 30260 |
Work a decision through SwingFactor’s method: build and challenge a model of wh…
|
F 34 2⁄5 | ||||||||
| 30261 |
Read and update your Rawa brands, creatives, calendar and performance; generate…
|
F 34 2⁄5 | ||||||||
| 30262 |
Keyword research, Google's top 10 pages, a content plan and daily rank tracking…
|
F 34 2⁄5 | ||||||||
| 30263 |
Real photos from real kitchens, bars, salons and shops: enhanced, captioned, pu…
|
F 34 2⁄5 | ||||||||
| 30264 |
Streamable HTTP MCP server exposing planner flows, tasks, and squads.
|
F 34 2⁄5 | ||||||||
| 30265 |
Agent-complete, permission-scoped product operations for Priorify workspaces.
|
F 34 2⁄5 | ||||||||
| 30266 |
Agent-driven search: build, import, tune, search, and score result quality — al…
|
F 34 2⁄5 | ||||||||
| 30267 |
Flight tracker: your trips, any flight's live status, routes, Starlink Wi-Fi ch…
|
F 34 2⁄5 | ||||||||
| 30268 |
Shopify store intelligence: revenue, app stacks, ads and marketing emails of Sh…
|
F 34 2⁄5 | ||||||||
| 30269 |
Analyse tests for item quality, true ability, reliability and learner mastery.
|
F 34 2⁄5 | ||||||||
| 30270 |
AI visibility (GEO): how ChatGPT, Gemini and Google AI talk about your brand, w…
|
F 34 2⁄5 | ||||||||
| 30271 |
Shared, versioned tables with units, links and SQL. Agents read what your data …
|
F 34 2⁄5 | ||||||||
| 30272 |
Inventory of your service accounts, kept current by your coding agents. Metadat…
|
F 34 2⁄5 | ||||||||
| 30273 |
Versioned artifact review for people and AI agents, with contextual comments an…
|
F 34 2⁄5 | ||||||||
| 30274 |
Market research and competitive intelligence for startup ideas - every finding …
|
F 34 2⁄5 | ||||||||
| 30275 |
Chipp: software factory deploys and releases: history, the deploy gate, Deploy …
|
F 34 2⁄5 | ||||||||
| 30276 |
Search your private marketing email archive and organize collections with optio…
|
F 34 2⁄5 | ||||||||
| 30277 |
AI-native interface to Milemarker: query AUM & positions, manage advisors, run …
|
F 34 2⁄5 | ||||||||
| 30278 |
Read recordings, transcripts, frames, and comments with your permissions.
|
F 34 2⁄5 | ||||||||
| 30279 |
Crypto market data & research MCP: price, derivatives, on-chain, sentiment, new…
|
F 34 2⁄5 | ||||||||
| 30280 |
Market-risk for AI agents: verified lead time, signed receipts, judged record. …
|
F 34 2⁄5 | ||||||||
| 30281 |
Publish and edit static websites on a free subdomain, just by chatting.
|
F 34 2⁄5 | ||||||||
| 30282 |
Search classifieds in Phuket, Thailand: vehicles and property for rent and sale.
|
F 34 2⁄5 | ||||||||
| 30283 |
In-app surveys and announcements for B2B web apps: build, target, publish and r…
|
F 34 2⁄5 | ||||||||
| 30284 |
Find restaurants on Mizam: live menus, allergens, prices, hours, table availabi…
|
F 34 2⁄5 | ||||||||
| 30285 |
Task & board management for AI agents + humans. Kanban, comments, digests via M…
|
F 34 2⁄5 | ||||||||
| 30286 |
Spanish Veri*factu invoicing: create invoices and manage billing from your AI a…
|
F 34 2⁄5 | ||||||||
| 30287 |
Price trends, CAGR, rental yield for Singapore private and HDB property, from U…
|
F 34 2⁄5 | ||||||||
| 30288 |
Read a brand's pages, opportunities, performance and AI visibility; put Iterant…
|
F 34 2⁄5 | ||||||||
| 30289 |
Podcast search, metadata, chapters, and transcripts for AI agents — from $15/mo
|
F 34 2⁄5 | ||||||||
| 30290 |
Deploy and operate Kubernetes: clusters, stacks, apps, logs, metrics and securi…
|
F 34 2⁄5 | ||||||||
| 30291 |
Personal finance for Serbia: spending per product from fiscal receipts, budgets…
|
F 34 2⁄5 | ||||||||
| 30292 |
Agent permissions for the files your team shares
|
F 34 2⁄5 | ||||||||
| 30293 |
Calendar tools for creating, updating, deleting events, managing invites, and c…
|
F 34 2⁄5 | ||||||||
| 30294 |
Query and update Teable records, manage tables, and access the Teable API with …
|
F 34 2⁄5 | ||||||||
| 30295 |
AI visibility tracking & website fixes for better AI search presence
|
F 34 2⁄5 | ||||||||
| 30296 |
Chat-first business management. 40+ tools, 26 templates. Describe your business…
|
F 34 2⁄5 | ||||||||
| 30297 |
Plan trips, search hotels and flights, get exact quotes and check out on Anyway…
|
F 34 2⁄5 | ||||||||
| 30298 |
Disposable inboxes for AI agents: create, wait for delivery, and extract email …
|
F 34 2⁄5 | ||||||||
| 30299 |
QRetro retrospectives and planning poker over MCP: boards, action items, poker …
|
F 34 2⁄5 | ||||||||
| 30300 |
AI assistant integration for Leaf — track books, log reading sessions, and mana…
|
F 34 2⁄5 | ||||||||