MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 3 hours, 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1851 |
MCPcat is an analytics platform for MCP server owners 🐱.
|
B 79 5⁄4 | ||||||||
| 1852 |
steam-reviews-mcp
Claim
Search Steam games, fetch user reviews, and analyze sentiment with topic drill-…
|
B 79 5⁄5 | ||||||||
| 1853 |
Enables Claude to interact with physical iOS devices running Expo development b…
|
B 79 5⁄5 | ||||||||
| 1854 |
MCP server for spatial transcriptomics analysis with 60+ integrated methods cov…
|
B 79 5⁄4 | ||||||||
| 1855 |
Enables time tracking and reporting through Toggl Track integration with intell…
|
B 79 5⁄5 | ||||||||
| 1856 |
Diagnoses, drugs & lab codes: ICD-11, SNOMED, LOINC, RxNorm, MeSH, ATC, CID-10.…
|
B 79 5⁄5 | ||||||||
| 1857 |
Enables AI assistants to control FL Studio through MIDI communication, providin…
|
B 79 5⁄5 | ||||||||
| 1858 |
omen
Claim
Multi-language code analysis for complexity, debt, hotspots, ownership, and def…
|
B 79 5⁄4 | ||||||||
| 1859 |
Enables interaction with the Bitso cryptocurrency exchange API to access withdr…
|
B 79 5⁄5 | ||||||||
| 1860 |
MCP for https://chhart.app to easily create flowcharts or sankey diagram
|
B 79 5⁄5 | ||||||||
| 1861 |
Enables integration with Monarch Money to query financial data, analyze spendin…
|
B 79 5⁄4 | ||||||||
| 1862 |
A secure JavaScript REPL server that enables executing code snippets in a sandb…
|
B 79 5⁄5 | ||||||||
| 1863 |
docs-mcp
Claim
Get authoritative answers about Redpanda documentation and search API reference…
|
B 79 6⁄6 | ||||||||
| 1864 |
Enables AI coding assistants to control and inspect a live Chrome browser throu…
|
B 79 5⁄4 | ||||||||
| 1865 |
An MCP server that enables Claude to control CNC routers running FluidNC firmwa…
|
B 79 4⁄4 | ||||||||
| 1866 |
Enables LLMs to search through AWS Lambda Powertools documentation across multi…
|
B 79 5⁄5 | ||||||||
| 1867 |
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<img src="https://cdn.simpleicons.org/cardano/0033AD" widt…
|
B 79 5⁄4 | ||||||||
| 1868 |
An MCP server for the RocketCyber Managed SOC platform that provides read-only …
|
B 79 5⁄5 | ||||||||
| 1869 |
ZIM RAG MCP Server
Claim
Enables interaction with .zim archives by providing tools for article search, c…
|
B 79 4⁄4 | ||||||||
| 1870 |
Offers an extensive collection of utilities for research, web scraping, and pro…
|
B 79 6⁄6 | ||||||||
| 1871 |
Provides Claude Desktop access to Defense.com threat intelligence data for risk…
|
B 79 5⁄5 | ||||||||
| 1872 |
An MCP server providing access to XRootD file systems, allowing LLMs to browse …
|
B 79 5⁄5 | ||||||||
| 1873 |
Connects Claude to Amazon Seller Central via the SP-API for natural language qu…
|
B 79 4⁄4 | ||||||||
| 1874 |
A demonstration MCP server for local development and testing with Claude Deskto…
|
B 79 5⁄5 | ||||||||
| 1875 |
MCP server for querying VirusTotal API with comprehensive security analysis too…
|
B 79 5⁄4 | ||||||||
| 1876 |
Enables creation and management of UTF-8 with BOM encoded files optimized for W…
|
B 79 5⁄5 | ||||||||
| 1877 |
Enables efficient editing of structured RBT documents through targeted operatio…
|
B 79 5⁄5 | ||||||||
| 1878 |
Enables AI-assisted reverse engineering in IDA Pro by providing tools to analyz…
|
B 79 5⁄5 | ||||||||
| 1879 |
Enables automation and management of TP-Link BE3600 routers through browser aut…
|
B 79 5⁄4 | ||||||||
| 1880 |
Weather MCP Server
Claim
Provides current weather conditions and 5-day forecasts for any location using …
|
B 79 5⁄5 | ||||||||
| 1881 |
Generate AI images, videos, and music using Fal.ai models (FLUX, Stable Diffusi…
|
B 79 5⁄5 | ||||||||
| 1882 |
Enables financial professionals to interact with QuickBooks Online using natura…
|
B 79 5⁄5 | ||||||||
| 1883 |
Enables AI assistants to interact with Gremlin-compatible graph databases throu…
|
B 79 5⁄5 | ||||||||
| 1884 |
MCP-to-MCP Tic-Tac-Toe
Claim
Enables two LLMs to play Tic-Tac-Toe against each other autonomously using a sh…
|
B 79 6⁄6 | ||||||||
| 1885 |
PraisonAI
Claim
AI Agents Framework with Self Reflection and MCP support
|
B 79 5⁄4 | ||||||||
| 1886 |
Web search that doesn't wreck your AI's memory.
|
B 79 4⁄4 | ||||||||
| 1887 |
coros-workout-mcp
Claim
Enables Claude to design strength workouts and push them directly to COROS watc…
|
B 79 5⁄5 | ||||||||
| 1888 |
One Piece TCG card search, deck analysis, cost curves, leader browsing, and cou…
|
B 79 5⁄4 | ||||||||
| 1889 |
A TypeScript server that integrates Google's Gemini Pro model with Claude Deskt…
|
B 79 5⁄5 | ||||||||
| 1890 |
Provides access to 73 CDC public health datasets covering disease surveillance,…
|
B 79 5⁄5 | ||||||||
| 1891 |
An AI-powered automation bridge for Adobe Premiere Pro that enables controlling…
|
B 79 5⁄5 | ||||||||
| 1892 |
Enables Claude Code to interact with Linux X11 desktops by performing mouse act…
|
B 79 5⁄5 | ||||||||
| 1893 |
Mobile proxies, SMS verifications, and global eSIM data plans for AI agents.
|
B 79 5⁄5 | ||||||||
| 1894 |
Enables AI copilots to understand and query Salesforce org configurations throu…
|
B 79 5⁄5 | ||||||||
| 1895 |
Access your team's 2FA codes from AI agents without sharing secrets. List accou…
|
B 79 5⁄4 | ||||||||
| 1896 |
A production-ready MCP server that provides hackathon resources and reusable st…
|
B 79 6⁄6 | ||||||||
| 1897 |
Cross-framework cognitive state serializer for AI agents. Export, import, and d…
|
B 79 5⁄5 | ||||||||
| 1898 |
String analyzer, diff, templates for AI agents
|
B 79 4⁄4 | ||||||||
| 1899 |
A beginner-friendly Model Context Protocol (MCP) server that helps users unders…
|
B 79 5⁄4 | ||||||||
| 1900 |
On-demand Obsidian vault access via MCP. Adaptive context loading (67-82% token…
|
B 79 5⁄5 | ||||||||