MCP Server Quality Scores
Independent quality analysis of 69448 public MCP servers
Last updated 1 hour, 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 33251 |
Contio MeetingOS: meetings, transcripts, action items, agendas, calendar, and p…
|
F 26 3⁄5 | ||||||||
| 33252 |
PostgreSQL, MySQL, and SQL Server in one session. 26 read-only MCP tools for AI…
|
F 26 3⁄5 | ||||||||
| 33253 |
Exact AI Connect: hosted MCP server for Exact Online.
|
F 26 3⁄5 | ||||||||
| 33254 |
K-12 school district data for all 50 US states. Enrollment, demographics, and a…
|
F 26 3⁄5 | ||||||||
| 33255 |
Analyze customer feedback at scale — reviews, surveys, calls. AI-powered themes…
|
F 26 3⁄5 | ||||||||
| 33256 |
Search Japanese companies, departments and hiring signals; export CSV/XLSX with…
|
F 26 3⁄5 | ||||||||
| 33257 |
PDF tools for Claude: merge, split, compress, convert, OCR & more. Requires a P…
|
F 26 3⁄5 | ||||||||
| 33258 |
Query and audit AppSheet apps in natural language via Knotrik's pre-scanned def…
|
F 26 3⁄5 | ||||||||
| 33259 |
Create and manage MeisterTask projects, tasks, and notes from your AI assistant.
|
F 26 3⁄5 | ||||||||
| 33260 |
AFAS AI Connect: hosted MCP server for AFAS Profit.
|
F 26 3⁄5 | ||||||||
| 33261 |
AI-powered financial simulator for entrepreneurs — simulate, analyze, and plan …
|
F 26 3⁄5 | ||||||||
| 33262 |
GDPR-compliant ApyHub utility APIs hosted in the EU. Requires an EU-generated A…
|
F 26 3⁄5 | ||||||||
| 33263 |
Cloud-hosted MCP server for secure AI access to enterprise data sources via CDa…
|
F 26 3⁄5 | ||||||||
| 33264 |
Connect AI agents to financial institution origination, analytics, and complian…
|
F 26 3⁄5 | ||||||||
| 33265 |
AI agent tools: web search, browser, 400+ LLMs, image gen, TTS, phone verify. P…
|
F 26 3⁄5 | ||||||||
| 33266 |
Enrich leads, generate prospect lists, and validate emails using Versium's B2B2…
|
F 26 3⁄5 | ||||||||
| 33267 |
Web search and page-reading for AI agents. One-click OAuth connect, or a Caesar…
|
F 26 3⁄5 | ||||||||
| 33268 |
Capture, organize, and work your GTD board: inbox capture, next actions, projec…
|
F 26 3⁄5 | ||||||||
| 33269 |
The website platform for AI agents. One API to build, host, and operate real we…
|
F 26 3⁄5 | ||||||||
| 33270 |
Semantic patent search & analysis: find, compare, and analyze patents by meanin…
|
F 26 3⁄5 | ||||||||
| 33271 |
Search jobs, manage resumes, and track applications on Qarera from your AI chat…
|
F 26 3⁄5 | ||||||||
| 33272 |
Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbo…
|
F 25 4⁄5 | ||||||||
| 33273 |
STIL lab at ETS Montreal — knowledge base and paper search via ArXiv and Semant…
|
F 25 3⁄5 | ||||||||
| 33274 |
Document signing: draft agreements, prepare signing requests, send them and tra…
|
F 24 2⁄5 | ||||||||
| 33275 |
Sugra API
Claim
Gateway between LLM agents and world data through eight tools and a bundled end…
|
F 23 3⁄5 | ||||||||
| 33276 |
DevSpeak
Claim
Official DevSpeak MCP server — translate technical text into formal specs from …
|
F 23 3⁄5 | ||||||||
| 33277 |
Tender MCP
Claim
Government tender search for AI agents. UK, EU and US procurement opportunities.
|
F 23 3⁄5 | ||||||||
| 33278 |
mcp-server
Claim
Yoku is a platform that provides structured, real-time brand identity and compa…
|
F 23 3⁄5 | ||||||||
| 33279 |
ozor
Claim
Generate AI videos from a prompt or document (PDF/PPTX/DOCX/URL) and export sha…
|
F 23 3⁄5 | ||||||||
| 33280 |
Haptic Paper
Claim
Connect your AI to human workers. Get paid to help AI.
|
F 23 3⁄5 | ||||||||
| 33281 |
Verify contractor licenses: 50 states + DC + 8 cities — status, expiration, dis…
|
F 23 3⁄5 | ||||||||
| 33282 |
synter-ads
Claim
Manage ad campaigns across Google, Meta, LinkedIn, Reddit, TikTok, and more via…
|
F 23 3⁄5 | ||||||||
| 33283 |
Fodda Knowledge Graphs
Claim
Expert-curated knowledge graphs for AI agents — PSFK Retail, Beauty, Sports and…
|
F 23 3⁄5 | ||||||||
| 33284 |
suma-memory
Claim
Persistent memory for Claude Code and Cursor. Stop re-explaining your project e…
|
F 23 3⁄5 | ||||||||
| 33285 |
Memory for AI coding agents. Call graphs + refactor safety + persistent code co…
|
F 23 3⁄5 | ||||||||
| 33286 |
MCP server for FormBro Canadian immigration application automation.
|
F 23 3⁄5 | ||||||||
| 33287 |
Machins Marketplace
Claim
Agent-to-agent marketplace with escrow-protected trades via MCP tools.
|
F 23 3⁄5 | ||||||||
| 33288 |
server
Claim
Manage videos, playlists, analytics, and monetization for OTT streaming service…
|
F 23 3⁄5 | ||||||||
| 33289 |
Tailscale device, route, DNS, key, user, and ACL management over MCP and CLI.
|
F 23 3⁄5 | ||||||||
| 33290 |
Real-time SBIR, CSO & BAA opportunities from DSIP, SAM.gov, Grants.gov & more —…
|
F 22 3⁄5 | ||||||||
| 33291 |
Breathe with Confidence. Live MCP catalog for PuroAir HEPA air purifiers - stoc…
|
F 22 3⁄5 | ||||||||
| 33292 |
Add a support case follow-up
|
F 22 3⁄5 | ||||||||
| 33293 |
24 NEAR + Solana + Base blockchain endpoints with x402 USDC micropayments
|
F 22 3⁄5 | ||||||||
| 33294 |
Save decisions, plans, and notes from any AI session and retrieve them later — …
|
F 22 3⁄5 | ||||||||
| 33295 |
Schedule and publish to LinkedIn, X, and Threads from your AI. Content calendar…
|
F 22 3⁄5 | ||||||||
| 33296 |
Real-time Amazon prices, product search, 90-day history, AI forecasts, and pric…
|
F 22 3⁄5 | ||||||||
| 33297 |
Persistent cloud memory for AI agents. Store and search key-value memories acro…
|
F 22 3⁄5 | ||||||||
| 33298 |
Enrich IPs, emails, domains, companies. Scrape SEC, news, jobs, Crunchbase. Bit…
|
F 22 3⁄5 | ||||||||
| 33299 |
Official MCP server for Certifier to issue, manage, and track certificates and …
|
F 22 3⁄5 | ||||||||
| 33300 |
Search, price and book Swiss coworking spaces, offices and meeting rooms on cow…
|
F 22 3⁄5 | ||||||||