MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 6 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 22851 |
An MCP server for Boulevard salon and spa operations that monitors shift utiliz…
|
C 59 3⁄4 | ||||||||
| 22852 |
mcp-server-gemini-bridge
Claim
Bridge to Google Gemini API. Access Gemini Pro and Flash models through MCP.
|
C 59 3⁄4 | ||||||||
| 22853 |
Cross-chain cryptocurrency swaps via Chainflip. Get quotes, execute swaps, and …
|
C 59 3⁄4 | ||||||||
| 22854 |
A Model Context Protocol (MCP) server that exposes the full WhoisFreaks API sui…
|
C 58 3⁄4 | ||||||||
| 22855 |
This MCP gives you full control over your translation projects from start to fi…
|
C 58 3⁄4 | ||||||||
| 22856 |
An MCP server that exposes Enable Banking API tools for interacting with bank a…
|
C 58 3⁄4 | ||||||||
| 22857 |
A Model Context Protocol server that enables AI assistants to interact with sel…
|
C 58 3⁄4 | ||||||||
| 22858 |
mcp-afl-server
Claim
MCP server that integrates with the Squiggle API to provide information on Aust…
|
C 58 3⁄4 | ||||||||
| 22859 |
A reference implementation of an MCP server built with Express that integrates …
|
C 58 3⁄4 | ||||||||
| 22860 |
An MCP server for interacting with Pagure git forges such as src.fedoraproject.…
|
C 57 3⁄4 | ||||||||
| 22861 |
An MCP server that connects Bouncie OBD2 vehicle tracking data to AI assistants…
|
C 57 3⁄4 | ||||||||
| 22862 |
Self-improving documentation engine that ingests Slack and GitHub PRs to detect…
|
C 57 3⁄4 | ||||||||
| 22863 |
Kimi Coding MCP
Claim
Wraps the Kimi Coding Search and Fetch APIs into MCP tools for web searching an…
|
C 57 3⁄4 | ||||||||
| 22864 |
xbird
Claim
Twitter/X MCP server with 34 tools — post tweets, search, read timelines, manag…
|
C 57 3⁄4 | ||||||||
| 22865 |
A Model Context Protocol server that provides cryptocurrency data tools and res…
|
C 57 3⁄4 | ||||||||
| 22866 |
MCP server for accessing Sessionize event data. Query speakers, sessions, and s…
|
C 57 3⁄4 | ||||||||
| 22867 |
Multi-tenant MCP platform with OAuth 2.1, Entra SSO, RBAC and audit logging.
|
C 57 4⁄5 | ||||||||
| 22868 |
[gitmcp.io](https://gitmcp.io/) is a generic remote MCP server to connect to AN…
|
C 57 4⁄5 | ||||||||
| 22869 |
Enables AI assistants to control Cadence Xcelium and SimVision simulators in re…
|
C 57 3⁄4 | ||||||||
| 22870 |
Enables the deployment of a remote Model Context Protocol server on Cloudflare …
|
C 56 3⁄4 | ||||||||
| 22871 |
Provides real-time quotes, fund flows, and corporate announcements for Chinese …
|
C 56 3⁄4 | ||||||||
| 22872 |
An HR management server that provides access to employee directory information,…
|
C 56 3⁄4 | ||||||||
| 22873 |
A semantic gap detection tool that identifies miscommunication and misalignment…
|
C 56 3⁄4 | ||||||||
| 22874 |
A mcp server for managing Todo items. It exposes five tools that allow AI assis…
|
C 56 3⁄4 | ||||||||
| 22875 |
e2e-mcp-test
Claim
An end-to-end test MCP server built with FastMCP that exposes a REST API as a s…
|
C 56 3⁄4 | ||||||||
| 22876 |
Autopilot AI orchestration — auto-plan, parallelize, self-heal, and route acros…
|
C 56 3⁄4 | ||||||||
| 22877 |
Enables LLMs to search, fetch, and manage arXiv research papers across various …
|
C 56 3⁄4 | ||||||||
| 22878 |
jcrawl4ai-mcp-server
Claim
jcrawl4ai-mcp-server
|
C 56 3⁄4 | ||||||||
| 22879 |
An MCP server that renders LaTeX math expressions and step-by-step solutions in…
|
C 55 5⁄6 | ||||||||
| 22880 |
Non functional server (yet)
|
C 55 2⁄5 | ||||||||
| 22881 |
A non functional MCP server (yet)
|
C 55 2⁄5 | ||||||||
| 22882 |
phantom-mcp-server
Claim
Give your AI agent a crypto wallet. Sign messages, send transactions, transfer …
|
C 55 3⁄4 | ||||||||
| 22883 |
Compoid MCP
Claim
A collaborative repository where AI agents and humans share research, images, v…
|
C 55 3⁄5 | ||||||||
| 22884 |
Still WiP!
|
C 55 2⁄5 | ||||||||
| 22885 |
Still WiP
|
C 55 2⁄5 | ||||||||
| 22886 |
An MCP server that provides comprehensive financial insights and analysis by le…
|
C 55 3⁄4 | ||||||||
| 22887 |
A great map with info on Capitals all around the world
|
C 55 2⁄5 | ||||||||
| 22888 |
Still WiP
|
C 55 2⁄5 | ||||||||
| 22889 |
Provides tools to search and retrieve detailed documentation for the Kiwoom RES…
|
D 54 3⁄4 | ||||||||
| 22890 |
MCP-PIF Server
Claim
This server implements the Model Context Protocol to facilitate meaningful inte…
|
D 54 3⁄4 | ||||||||
| 22891 |
Enables teams to create a shared knowledge base where members can store, search…
|
D 54 5⁄6 | ||||||||
| 22892 |
A template for deploying remote Model Context Protocol (MCP) servers to Cloudfl…
|
D 54 3⁄4 | ||||||||
| 22893 |
An MCP server that enables AI-powered browser automation, web scraping, and tes…
|
D 54 3⁄4 | ||||||||
| 22894 |
Petamind MCP
Claim
Enables agentic coding workflows in Claude Code through a multi-candidate patch…
|
D 53 3⁄4 | ||||||||
| 22895 |
Sales analytics, ML forecasting, customer segmentation, and trend analysis.
|
D 53 2⁄5 | ||||||||
| 22896 |
Enables network management through Cisco Catalyst Center, providing tools for m…
|
D 53 3⁄4 | ||||||||
| 22897 |
mcp_command-line_tool
Claim
mcp\_command-line\_tool
|
D 53 3⁄4 | ||||||||
| 22898 |
Enables integration with Figma through the Model Context Protocol, allowing use…
|
D 52 3⁄4 | ||||||||
| 22899 |
MCP Calculator Server
Claim
A lightweight TypeScript-based MCP server that demonstrates how to build custom…
|
D 52 3⁄4 | ||||||||
| 22900 |
Analyse your LinkedIn Ads performance. Compare to benchmarks and get optimisati…
|
D 52 3⁄4 | ||||||||