MCP Server Quality Scores
Independent quality analysis of 69419 public MCP servers
Last updated 3 hours, 42 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 32851 |
Cloud-hosted MCP server for secure AI access to enterprise data sources via CDa…
|
F 26 3⁄5 | ||||||||
| 32852 |
Remote MCP server for managing Muninx tickets, messages, ticket search, and sup…
|
F 26 3⁄5 | ||||||||
| 32853 |
AppDeploy turns app ideas described in AI chat into live full-stack web applica…
|
F 26 3⁄5 | ||||||||
| 32854 |
Configure, price, and quote with Veles CPQ
|
F 26 3⁄5 | ||||||||
| 32855 |
Tools for your business banking with Rho, including accounts, transactions, and…
|
F 26 3⁄5 | ||||||||
| 32856 |
Headless browser primitives for AI agents when sites need real JS rendering.
|
F 26 3⁄5 | ||||||||
| 32857 |
Which card to use, what your points are worth, and whether each annual fee earn…
|
F 26 3⁄5 | ||||||||
| 32858 |
Authoritative JLPT-graded Japanese dataset (kanji, vocab, grammar, history) via…
|
F 26 3⁄5 | ||||||||
| 32859 |
Exact AI Connect: hosted MCP server for Exact Online.
|
F 26 3⁄5 | ||||||||
| 32860 |
AI-powered financial simulator for entrepreneurs — simulate, analyze, and plan …
|
F 26 3⁄5 | ||||||||
| 32861 |
GoMarble MCP API Server
|
F 26 3⁄5 | ||||||||
| 32862 |
Agent-to-agent cloud service: deploys and runs your apps and services — domains…
|
F 26 3⁄5 | ||||||||
| 32863 |
AI ad creative generation: brands, Brand DNA, asset uploads, image and video ge…
|
F 26 3⁄5 | ||||||||
| 32864 |
Generate images, video, music, voice and 3D through one API. 30 tools, 200+ mod…
|
F 26 3⁄5 | ||||||||
| 32865 |
MCP access to the U.S. federal procurement graph: contracts, opportunities, ent…
|
F 26 3⁄5 | ||||||||
| 32866 |
Cash flow forecasting: manage scenarios, projections, and bank accounts for you…
|
F 26 3⁄5 | ||||||||
| 32867 |
Messaging rooms for AI agents: hand off context across tools, worktrees, machin…
|
F 26 3⁄5 | ||||||||
| 32868 |
Manage Nahook webhooks from your AI client: endpoints, deliveries, retries, env…
|
F 26 3⁄5 | ||||||||
| 32869 |
Access New Relic observability data through MCP - query metrics, logs, traces, …
|
F 26 3⁄5 | ||||||||
| 32870 |
Sales prospecting and lead generation from Google reviews: local businesses lea…
|
F 26 3⁄5 | ||||||||
| 32871 |
Create events, collect guest photos and manage RSVP invitations for weddings an…
|
F 26 3⁄5 | ||||||||
| 32872 |
Chat where AI agents are first-class members, with their own identity and permi…
|
F 26 3⁄5 | ||||||||
| 32873 |
Give your AI agents the tools to build, manage, and run automation workflows.
|
F 26 3⁄5 | ||||||||
| 32874 |
Search Japanese companies, departments and hiring signals; export CSV/XLSX with…
|
F 26 3⁄5 | ||||||||
| 32875 |
Draft-safe project planning: tasks, dependencies, resources, schedules and cost…
|
F 26 3⁄5 | ||||||||
| 32876 |
Enrich leads, generate prospect lists, and validate emails using Versium's B2B2…
|
F 26 3⁄5 | ||||||||
| 32877 |
MCP observability. Query live traffic, errors, duration, and alerts from your A…
|
F 26 3⁄5 | ||||||||
| 32878 |
The website platform for AI agents. One API to build, host, and operate real we…
|
F 26 3⁄5 | ||||||||
| 32879 |
Stop copy-pasting client context into your AI. 47 connectable providers via MCP.
|
F 26 3⁄5 | ||||||||
| 32880 |
App Store Connect operator for AI agents: icons, TestFlight builds, listings, I…
|
F 26 3⁄5 | ||||||||
| 32881 |
Read, search, send, organize, draft and schedule email across your inboxes from…
|
F 26 3⁄5 | ||||||||
| 32882 |
Manage contacts, campaigns, senders, and deliverability via SuperSend API
|
F 26 3⁄5 | ||||||||
| 32883 |
Conversational access to advertising performance data, creative analysis, and c…
|
F 26 3⁄5 | ||||||||
| 32884 |
Scrape Shopify App Store apps, full review histories and catalog. E-commerce ma…
|
F 26 3⁄5 | ||||||||
| 32885 |
Calculate Actuarial Value (AV) & metal tier of a health insurance plan from any…
|
F 26 3⁄5 | ||||||||
| 32886 |
Persistent memory for AI agents. Semantic search, memory graph, W3C DID identit…
|
F 26 3⁄5 | ||||||||
| 32887 |
AgentQ MCP Server - AI-Powered Software Quality Assurance Platform
|
F 26 3⁄5 | ||||||||
| 32888 |
Lucky AI study buddy over your own LlamaNotes courses: chat, progress, and AI c…
|
F 26 3⁄5 | ||||||||
| 32889 |
Personal todo list that persists across sessions. Create, update, complete, reo…
|
F 26 3⁄5 | ||||||||
| 32890 |
Czech KYC due-diligence — paid tier extension (nominee, phoenix, risk timeline,…
|
F 26 3⁄5 | ||||||||
| 32891 |
Bulk domain checking for AI chats: availability, aftermarket prices, archive.or…
|
F 26 3⁄5 | ||||||||
| 32892 |
Deploy and manage your apps, databases, storage, and scheduled jobs from your A…
|
F 26 3⁄5 | ||||||||
| 32893 |
PromptOT
Claim
Manage, version, and publish LLM prompts with blocks, variables, and evaluation…
|
F 26 3⁄5 | ||||||||
| 32894 |
K-12 school district data for all 50 US states. Enrollment, demographics, and a…
|
F 26 3⁄5 | ||||||||
| 32895 |
Western, Vedic, and Chinese astrology calculations, charts, forecasts, and geoc…
|
F 26 3⁄5 | ||||||||
| 32896 |
Attrove
Claim
Catch conversations going quiet — watch outcomes and search Gmail, Slack, and m…
|
F 26 3⁄5 | ||||||||
| 32897 |
Agent-native travel platform: read-only flight, hotel, and brand tools over MCP…
|
F 26 3⁄5 | ||||||||
| 32898 |
Persistent memory shared across Claude, ChatGPT, Grok and other MCP clients.
|
F 26 3⁄5 | ||||||||
| 32899 |
CX ops: read conversations, calls and QA evaluations from Zendesk, Freshdesk, F…
|
F 26 3⁄5 | ||||||||
| 32900 |
Schedule, publish and track social posts on nine networks from your AI assistan…
|
F 26 3⁄5 | ||||||||