MCP Server Quality Scores
Independent quality analysis of 69236 public MCP servers
Last updated 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 23001 |
An MCP server that provides comprehensive access to the GitLab API for project …
|
C 62 4⁄4 | ||||||||
| 23002 |
An MCP server that automates Aspen Custom Modeler (ACM) via COM, enabling stead…
|
C 62 3⁄3 | ||||||||
| 23003 |
Anthropic’s Model Context Protocol implementation for Oat++
|
C 62 3⁄3 | ||||||||
| 23004 |
Enables interaction with the Observe platform through OPAL query execution, wor…
|
C 62 4⁄4 | ||||||||
| 23005 |
CodeMap
Claim
Roslyn-powered MCP server for C#/VB.NET. Query symbols, call graphs, and facts.…
|
C 62 3⁄3 | ||||||||
| 23006 |
Enables local-first semantic search and retrieval of Korean Bible verses using …
|
C 62 3⁄3 | ||||||||
| 23007 |
bridge4simulator
Claim
An MCP (Model Context Protocol) server that enables AI assistants to control iO…
|
C 62 3⁄3 | ||||||||
| 23008 |
mcp-config-manager
Claim
Manage MCP server configs across Claude, Gemini & other AI systems. Interactive…
|
C 62 4⁄3 | ||||||||
| 23009 |
Provides read-only access to Vivint home security systems through an unofficial…
|
C 62 4⁄4 | ||||||||
| 23010 |
awesome-mcp-devtools
Claim
A curated list of developer tools, SDKs, libraries, and testing utilities for M…
|
C 62 3⁄3 | ||||||||
| 23011 |
Seedance video generation MCP server for Polza.ai.
|
C 62 3⁄3 | ||||||||
| 23012 |
MCP server for Gearboy Nintendo Game Boy / Game Boy Color emulator
|
C 62 3⁄3 | ||||||||
| 23013 |
A CLI tool for easy installation of MCP servers and managing their configuration
|
C 62 4⁄3 | ||||||||
| 23014 |
Provides real-time stock news search capabilities via Tavily API, allowing MCP …
|
C 62 4⁄4 | ||||||||
| 23015 |
Enables LLMs to retrieve and analyze sleep, recovery, and physiological cycle d…
|
C 62 4⁄4 | ||||||||
| 23016 |
Manage SpherePay customers, bank accounts, wallets, and transfers from Claude.
|
C 62 4⁄3 | ||||||||
| 23017 |
|
C 62 3⁄3 | ||||||||
| 23018 |
Enables comprehensive GitHub operations through natural language including file…
|
C 62 4⁄4 | ||||||||
| 23019 |
A curated list of awesome MCP servers focused on DevOps tools and capabilities.
|
C 62 3⁄3 | ||||||||
| 23020 |
LLM-assisted biomedical literature screening and extraction for PubMed, GEO, an…
|
C 62 3⁄3 | ||||||||
| 23021 |
Enables agentic coordination by connecting humans and AI agents through group m…
|
C 62 4⁄4 | ||||||||
| 23022 |
Enables AI assistants to interact with Openfort's wallet infrastructure, allowi…
|
C 62 4⁄4 | ||||||||
| 23023 |
MCP server for the Geomelon geographic API — stdio and remote HTTP transports
|
C 62 3⁄3 | ||||||||
| 23024 |
kudosflow
Claim
Visual workflow editor for building node-based AI agent workflows with drag-and…
|
C 62 4⁄3 | ||||||||
| 23025 |
Bridges CLI tools to AI assistants via MCP, enabling knowledge graph management…
|
C 62 3⁄3 | ||||||||
| 23026 |
Integrates Simplenote with Claude Desktop, allowing AI assistants to read, crea…
|
C 62 4⁄4 | ||||||||
| 23027 |
An MCP server that extracts clean Markdown or HTML content from web pages by st…
|
C 62 3⁄3 | ||||||||
| 23028 |
Financial analysis AI. Forecasting, audit prep, SOX/GAAP compliance. Accuracy c…
|
C 62 3⁄3 | ||||||||
| 23029 |
An MCP server that provides 17 FFmpeg-based tools for video and audio processin…
|
C 62 3⁄3 | ||||||||
| 23030 |
UltimateCoder
Claim
Transform your local machine into a powerful code command center. Automate file…
|
C 62 4⁄3 | ||||||||
| 23031 |
wasmcp
Claim
Build MCP servers with WebAssembly components
|
C 62 4⁄3 | ||||||||
| 23032 |
Shared workspace your AI agents write to. CMMN case management with 184+ MCP to…
|
C 62 3⁄3 | ||||||||
| 23033 |
cp-train-tracking
Claim
|
C 62 3⁄3 | ||||||||
| 23034 |
Provides a RAG-based search system for 1C:Enterprise platform documentation usi…
|
C 62 4⁄4 | ||||||||
| 23035 |
Enables comprehensive NIST Cybersecurity Framework 2.0 assessments with 40+ MCP…
|
C 62 4⁄4 | ||||||||
| 23036 |
An MCP server for Keycloak, designed to work with Keycloak for identity and ac…
|
C 62 3⁄3 | ||||||||
| 23037 |
Comprehensive integration with Google Workspace services (Gmail, Calendar, Shee…
|
C 62 4⁄4 | ||||||||
| 23038 |
Enables searching, downloading, and reading academic papers from multiple platf…
|
C 62 4⁄4 | ||||||||
| 23039 |
A stateful debugging and binary research system for LLM agents, integrating GDB…
|
C 62 4⁄3 | ||||||||
| 23040 |
A Model Context Protocol server that provides tools for managing providers, cli…
|
C 62 4⁄4 | ||||||||
| 23041 |
Multi-agent Claude Code you can actually control. Spawn specialist teams in tmu…
|
C 62 4⁄3 | ||||||||
| 23042 |
macPilotCli
Claim
MacPilot CLI is a mcp server, It provides a collection of system tools that all…
|
C 62 3⁄3 | ||||||||
| 23043 |
A Model Context Protocol server that enables AI assistants to make HTTP request…
|
C 62 4⁄4 | ||||||||
| 23044 |
Enables comprehensive MySQL database management including CRUD operations, sche…
|
C 62 4⁄4 | ||||||||
| 23045 |
5ire
Claim
5ire is a cross-platform desktop AI assistant, MCP client. It compatible with m…
|
C 62 4⁄3 | ||||||||
| 23046 |
A comprehensive server that enables AI agents to interact with multiple EVM-com…
|
C 62 4⁄4 | ||||||||
| 23047 |
MCP server for controlling Mullvad VPN through Claude Desktop, Cursor, Windsurf…
|
C 62 3⁄3 | ||||||||
| 23048 |
MCP server for Salesforce — 47 tools for leads, campaigns, pipeline, attributio…
|
C 62 3⁄3 | ||||||||
| 23049 |
An all-in-one Model Context Protocol (MCP) server that connects your coding AI …
|
C 62 4⁄4 | ||||||||
| 23050 |
This MCP server provides tools for interacting with Shake Shack restaurant data…
|
C 62 4⁄4 | ||||||||