MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 37 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 23001 |
MCP server that enables security professionals to interact with Panther's SIEM …
|
C 62 4⁄4 | ||||||||
| 23002 |
Provides Claude Code with access to personal secrets and notes stored in a loca…
|
C 62 3⁄3 | ||||||||
| 23003 |
A Model Context Protocol server that wraps the OneSignal REST API, enabling man…
|
C 62 4⁄4 | ||||||||
| 23004 |
A practical, community-driven checklist for pentesting MCP servers. Covers traf…
|
C 62 3⁄3 | ||||||||
| 23005 |
RillCoin
Claim
AI agent wallets, Proof of Conduct reputation, and concentration decay on L1
|
C 62 4⁄3 | ||||||||
| 23006 |
A comprehensive server that enables AI agents to interact with multiple EVM-com…
|
C 62 4⁄4 | ||||||||
| 23007 |
MCP server for Roistat API — marketing analytics, visits tracking. API key auth.
|
C 62 3⁄3 | ||||||||
| 23008 |
Automatically loads Mixpeek's OpenAPI spec and exposes its endpoints as MCP too…
|
C 62 3⁄3 | ||||||||
| 23009 |
A curated list of awesome MCP servers focused on DevOps tools and capabilities.
|
C 62 3⁄3 | ||||||||
| 23010 |
Financial analysis AI. Forecasting, audit prep, SOX/GAAP compliance. Accuracy c…
|
C 62 3⁄3 | ||||||||
| 23011 |
MCP server for Gearcoleco ColecoVision emulator
|
C 62 3⁄3 | ||||||||
| 23012 |
kudosflow
Claim
Visual workflow editor for building node-based AI agent workflows with drag-and…
|
C 62 4⁄3 | ||||||||
| 23013 |
An MCP server for Keycloak, designed to work with Keycloak for identity and ac…
|
C 62 3⁄3 | ||||||||
| 23014 |
OmniMCP uses Microsoft OmniParser and Model Context Protocol (MCP) to provide A…
|
C 62 4⁄3 | ||||||||
| 23015 |
Provides tools to analyze test failures, cluster similar failures, and detect f…
|
C 62 3⁄3 | ||||||||
| 23016 |
mcgravity
Claim
A proxy tool for composing multiple MCP servers into one unified endpoint. Scal…
|
C 62 4⁄3 | ||||||||
| 23017 |
Chainlink MCP Server
Claim
Enables interaction with Chainlink's decentralized oracle network, providing ac…
|
C 62 4⁄4 | ||||||||
| 23018 |
Seedance video generation MCP server for Polza.ai.
|
C 62 3⁄3 | ||||||||
| 23019 |
Enables AI agents to create, enhance, and manage SAP Mobile Development Kit pro…
|
C 62 4⁄3 | ||||||||
| 23020 |
Enables network information lookup through WHOIS and RIPE Database queries. Sup…
|
C 62 4⁄4 | ||||||||
| 23021 |
MCP server for Salesforce — 47 tools for leads, campaigns, pipeline, attributio…
|
C 62 3⁄3 | ||||||||
| 23022 |
MCP server for agents to explore rust docs, analyze source code, and build with…
|
C 62 4⁄3 | ||||||||
| 23023 |
Bridges CLI tools to AI assistants via MCP, enabling knowledge graph management…
|
C 62 3⁄3 | ||||||||
| 23024 |
Union ♾️ - The Unity MCP Server
|
C 62 4⁄3 | ||||||||
| 23025 |
MCP server for Komodo - manage Docker containers, servers, stacks, and deployme…
|
C 62 4⁄3 | ||||||||
| 23026 |
MySQL MCP Server enables Claude Desktop and Claude Code to execute SQL queries,…
|
C 62 4⁄3 | ||||||||
| 23027 |
Libragen
Claim
Creates and searches private, local RAG libraries from documentation to ground …
|
C 62 4⁄3 | ||||||||
| 23028 |
A Model Context Protocol server that generates prompts based on Git repository …
|
C 62 4⁄3 | ||||||||
| 23029 |
Enables AI agents and users to query, analyze, and manage Teradata databases th…
|
C 62 4⁄4 | ||||||||
| 23030 |
Toolkit for Coding Agents to work reliably with repo of any size.
|
C 62 4⁄4 | ||||||||
| 23031 |
An MCP server that enables users to manage, search, and apply specialized AI pe…
|
C 62 4⁄3 | ||||||||
| 23032 |
agent-friend
Claim
General purpose toolbox for AI applications
|
C 62 4⁄4 | ||||||||
| 23033 |
monolith
Claim
MCP plugin for Unreal Engine 5.7 — gives AI assistants full read/write access t…
|
C 62 4⁄3 | ||||||||
| 23034 |
A Model Context Protocol (MCP) server that enables AI assistants to interact wi…
|
C 62 4⁄3 | ||||||||
| 23035 |
Enables searching, downloading, and reading academic papers from multiple platf…
|
C 62 4⁄4 | ||||||||
| 23036 |
Provides AI assistants with direct access to Wireshark network analysis capabil…
|
C 62 4⁄3 | ||||||||
| 23037 |
livepilot
Claim
AI copilot for Ableton Live 12 — 96 MCP tools for music production and mixing
|
C 62 4⁄3 | ||||||||
| 23038 |
A Model Context Protocol server that allows AI assistants to interact with Pref…
|
C 62 4⁄4 | ||||||||
| 23039 |
glider
Claim
Roslyn-powered C# code analysis server for LLMs. Supports stdio and HTTP transp…
|
C 62 4⁄3 | ||||||||
| 23040 |
wren-engine
Claim
The Semantic Engine for Model Context Protocol(MCP) Clients and AI Agents
|
C 62 4⁄3 | ||||||||
| 23041 |
MCP server for Gearboy Nintendo Game Boy / Game Boy Color emulator
|
C 62 3⁄3 | ||||||||
| 23042 |
cunpon2
Claim
|
C 62 4⁄3 | ||||||||
| 23043 |
ai-code-interface.el
Claim
Unified Emacs interface supporting OpenAI Codex, GitHub Copilot CLI, Claude Cod…
|
C 62 3⁄3 | ||||||||
| 23044 |
MCP server for DACH accounting automation. Connect AI assistants to sevDesk and…
|
C 62 3⁄3 | ||||||||
| 23045 |
Provides read-only access to Vivint home security systems through an unofficial…
|
C 62 4⁄4 | ||||||||
| 23046 |
auth0-nextjs-samples
Claim
|
C 62 3⁄3 | ||||||||
| 23047 |
X (Twitter) MCP server
Claim
X (Twitter) MCP server
|
C 62 4⁄4 | ||||||||
| 23048 |
Enables AI agents to create, read, and manipulate Excel files without requiring…
|
C 62 4⁄4 | ||||||||
| 23049 |
An MCP server that connects AI assistants to the ZONT heating system via the of…
|
C 62 3⁄3 | ||||||||
| 23050 |
Enables natural language conversations with Spain's electrical grid data throug…
|
C 62 4⁄4 | ||||||||