MCP Server Quality Scores
Independent quality analysis of 64872 public MCP servers
Last updated 2 hours, 24 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 27901 |
immoswipe-ai
Claim
Search Swiss rentals & homes, housing guides/FAQs, tenant Chancen-Check and Mie…
|
C 57 3⁄5 | ||||||||
| 27902 |
PatSnap Life Sciences
Claim
Search 1B+ biological sequences, antibodies, and multi-omics data via specializ…
|
C 57 3⁄4 | ||||||||
| 27903 |
An MCP server that exposes Smartcar's vehicle API as tools, enabling AI agents …
|
C 57 3⁄4 | ||||||||
| 27904 |
Connects AI assistants like Claude to Ravira's dental practice AI receptionist.…
|
C 57 3⁄4 | ||||||||
| 27905 |
A remote MCP server deployed on Cloudflare Workers without authentication, enab…
|
C 57 3⁄4 | ||||||||
| 27906 |
Self-improving documentation engine that ingests Slack and GitHub PRs to detect…
|
C 57 3⁄4 | ||||||||
| 27907 |
Enables Claude to execute Minecraft commands and get tab completions through th…
|
C 57 3⁄4 | ||||||||
| 27908 |
Provides technical analysis for Korean and US stocks through natural language q…
|
C 57 3⁄4 | ||||||||
| 27909 |
MCP server for VertaaUX.ai — run UX & accessibility audits, generate fixes, and…
|
C 57 3⁄4 | ||||||||
| 27910 |
MCP server for email deliverability: validate SPF/DKIM/DMARC/BIMI, check blackl…
|
C 57 3⁄4 | ||||||||
| 27911 |
xbird
Claim
Twitter/X MCP server with 34 tools — post tweets, search, read timelines, manag…
|
C 57 3⁄4 | ||||||||
| 27912 |
An MCP server that provides Sigma rule validation and configuration capabilitie…
|
C 57 3⁄4 | ||||||||
| 27913 |
AI-driven Padel app
|
C 57 3⁄4 | ||||||||
| 27914 |
GeM MCP Server
Claim
Enables users to search, track, and analyze procurement data from India's Gover…
|
C 57 3⁄4 | ||||||||
| 27915 |
MCP JSON Sanitizer
Claim
Enables repair of malformed JSON strings into valid JSON for agent workflows by…
|
C 57 3⁄4 | ||||||||
| 27916 |
A lightweight server built with FastMCP and SQLite for managing personal financ…
|
C 57 3⁄4 | ||||||||
| 27917 |
A Model Context Protocol server that provides cryptocurrency data tools and res…
|
C 57 3⁄4 | ||||||||
| 27918 |
An MCP server that connects Bouncie OBD2 vehicle tracking data to AI assistants…
|
C 57 3⁄4 | ||||||||
| 27919 |
A Model Context Protocol server that provides voice-AI session management and u…
|
C 57 3⁄4 | ||||||||
| 27920 |
An MCP server for interacting with Pagure git forges such as src.fedoraproject.…
|
C 57 3⁄4 | ||||||||
| 27921 |
MCP server for accessing Sessionize event data. Query speakers, sessions, and s…
|
C 57 3⁄4 | ||||||||
| 27922 |
MCP server for the vTurb Analytics API that exposes 15 tools to query real-time…
|
C 57 3⁄4 | ||||||||
| 27923 |
Provides access to body composition data from FeelFit smart scales, including m…
|
C 57 3⁄4 | ||||||||
| 27924 |
schematica-mcp-server
Claim
Schematica MCP Server provides 8 tools for AI agents to browse, search, and man…
|
C 57 3⁄4 | ||||||||
| 27925 |
An MCP server that provides read-only access to the Paprika Recipe Manager, all…
|
C 57 3⁄4 | ||||||||
| 27926 |
An MCP server that exposes workflow actions, wizards, and specialized operation…
|
C 57 3⁄4 | ||||||||
| 27927 |
GetMonitor MCP Server
Claim
Connects AI assistants to GetMonitor status pages, monitors, incidents, and mai…
|
C 57 3⁄4 | ||||||||
| 27928 |
An MCP server for Crisp's Hugo AI Agent that automates PageFly refund request h…
|
C 57 3⁄4 | ||||||||
| 27929 |
Multi-tenant MCP platform with OAuth 2.1, Entra SSO, RBAC and audit logging.
|
C 57 4⁄5 | ||||||||
| 27930 |
Typed on-prem knowledge graph for AI agents — read-only for humans, write-only …
|
C 57 4⁄5 | ||||||||
| 27931 |
An IMAP client MCP server for reading mail from Dovecot or Synology MailPlus ma…
|
C 57 3⁄4 | ||||||||
| 27932 |
BotSpot
Claim
Full-lifecycle algorithmic trading MCP server. AI strategy generation from plai…
|
C 56 3⁄4 | ||||||||
| 27933 |
TryInk lets you upload a tattoo design and a body photo to see exactly how the
…
|
C 56 3⁄4 | ||||||||
| 27934 |
Enables ChatGPT to call an orchestrator agent via a single MCP tool, currently …
|
C 56 3⁄4 | ||||||||
| 27935 |
Provides real-time quotes, fund flows, and corporate announcements for Chinese …
|
C 56 3⁄4 | ||||||||
| 27936 |
Enables LLMs to search, fetch, and manage arXiv research papers across various …
|
C 56 3⁄4 | ||||||||
| 27937 |
jcrawl4ai-mcp-server
Claim
jcrawl4ai-mcp-server
|
C 56 3⁄4 | ||||||||
| 27938 |
Provides semantic search over a team's coding guidelines corpus using FastMCP, …
|
C 56 3⁄4 | ||||||||
| 27939 |
This repository implements an MCP (Model Connector Plugin) server for NetBox wi…
|
C 56 3⁄4 | ||||||||
| 27940 |
Enables querying and analyzing XBRL financial data through natural language, us…
|
C 56 3⁄4 | ||||||||
| 27941 |
A semantic gap detection tool that identifies miscommunication and misalignment…
|
C 56 3⁄4 | ||||||||
| 27942 |
An MCP server that provides access to the OSS Insight Public API for GitHub rep…
|
C 56 3⁄4 | ||||||||
| 27943 |
A dependency-free MCP server for Apache Incubator PMC oversight that helps iden…
|
C 56 3⁄4 | ||||||||
| 27944 |
Book4Time MCP Server
Claim
Enables interaction with the Book4Time API through an Azure Function-hosted ser…
|
C 56 3⁄4 | ||||||||
| 27945 |
A minimal Python MCP server that provides surf forecasts for a single Surfline …
|
C 56 3⁄4 | ||||||||
| 27946 |
SpaceX MCP — wraps SpaceX API v4 (free, no auth)
|
C 56 4⁄5 | ||||||||
| 27947 |
MCP server for integrating with Roistat marketing analytics platform, enabling …
|
C 56 3⁄4 | ||||||||
| 27948 |
Generate PDFs from Markdown or HTML. Zero-auth, agent-native. Returns base64-en…
|
C 56 3⁄5 | ||||||||
| 27949 |
Audit any Airbnb, VRBO, or STR listing URL for dollar-denominated revenue gaps.…
|
C 56 3⁄4 | ||||||||
| 27950 |
A Python-based MCP server that exposes auto parts inventory data stored in Goog…
|
C 56 3⁄4 | ||||||||