MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22151 |
Multi-agent billing and cost allocation tracking
|
C 66 3⁄3 | ||||||||
| 22152 |
Provides access to the eBird API 2.0 for retrieving bird observation data, chec…
|
C 66 4⁄4 | ||||||||
| 22153 |
Enables analysis of native Android libraries (SO files) and Flutter application…
|
C 66 4⁄3 | ||||||||
| 22154 |
Enables AI agents to interact with Kubernetes clusters through progressive disc…
|
C 66 4⁄3 | ||||||||
| 22155 |
Record and replay AI agent execution for debugging
|
C 66 3⁄3 | ||||||||
| 22156 |
Enables AI agents to automate Linux desktop GUI by launching and interacting wi…
|
C 66 4⁄3 | ||||||||
| 22157 |
An MCP server for managing MCP server registries with health checks, duplicate …
|
C 66 3⁄3 | ||||||||
| 22158 |
Run Safe -> Run Fast -> Run Cheap
Vouch- we are an advanced Ai Deterministic l…
|
C 66 3⁄3 | ||||||||
| 22159 |
mcp-auth-proxy
Claim
MCP Auth Proxy is a secure OAuth 2.1 authentication proxy for Model Context Pro…
|
C 66 4⁄3 | ||||||||
| 22160 |
Provides Korean corporate tax-based fixed asset depreciation calculations and t…
|
C 66 3⁄3 | ||||||||
| 22161 |
Provides access to the Unusual Whales API for real-time financial data, options…
|
C 66 4⁄4 | ||||||||
| 22162 |
Connects Claude to the Statonic video editor to enable vision-based reference v…
|
C 66 4⁄3 | ||||||||
| 22163 |
Take Wayland screenshots via grim/slurp. Full screen, region, or interactive cr…
|
C 66 3⁄3 | ||||||||
| 22164 |
Model Context Protocol server that enables AI assistants like Claude to access …
|
C 66 4⁄4 | ||||||||
| 22165 |
Exposes Shopify store data from SLAM Gadget SQLite databases to AI tools throug…
|
C 66 3⁄3 | ||||||||
| 22166 |
|
C 66 3⁄3 | ||||||||
| 22167 |
Enables file system operations such as listing directories, reading, writing, c…
|
C 66 3⁄3 | ||||||||
| 22168 |
Connects LLMs to the Quran API (alquran.cloud) to retrieve accurate Quranic tex…
|
C 66 4⁄3 | ||||||||
| 22169 |
Enables LLMs like Claude to securely execute Kubernetes CLI tools (kubectl, hel…
|
C 66 4⁄4 | ||||||||
| 22170 |
GitHub Repos Manager MCP Server
|
C 66 4⁄4 | ||||||||
| 22171 |
The DNS/SMTP for AI agents: cross-protocol discovery, messaging and transaction…
|
C 66 3⁄3 | ||||||||
| 22172 |
聚合55+平台热门榜单数据的AI工具，支持微博、知乎、B站、GitHub等平台。适用于LLM/RAG场景。
|
C 66 3⁄3 | ||||||||
| 22173 |
Enables AI agents to manage Linear issues, projects, teams, users, comments, an…
|
C 66 4⁄4 | ||||||||
| 22174 |
DMCPServer
Claim
Dinos MCP Server, make your code, on MCP Action and execute by AI
|
C 66 3⁄3 | ||||||||
| 22175 |
Connects AI coding agents to Autodesk Fusion 360 for CAD automation, enabling n…
|
C 66 4⁄3 | ||||||||
| 22176 |
XActions MCP Server
Claim
Enables AI agents to automate Twitter/X interactions with over 140 tools, requi…
|
C 66 4⁄3 | ||||||||
| 22177 |
An MCP server that provides secure access to 1Password secrets and item managem…
|
C 66 3⁄3 | ||||||||
| 22178 |
|
C 66 3⁄3 | ||||||||
| 22179 |
A unified remote terminal management server that simplifies complex SSH connect…
|
C 66 4⁄4 | ||||||||
| 22180 |
A high-performance TypeScript server that enables interaction with Obsidian vau…
|
C 66 4⁄3 | ||||||||
| 22181 |
A standalone server that enables programmatic interaction with Vendure CLI comm…
|
C 66 4⁄4 | ||||||||
| 22182 |
shortcuts-mcp-server
Claim
shortcuts-mcp-server
|
C 66 3⁄3 | ||||||||
| 22183 |
Enables Claude Desktop to securely access Amazon WorkMail email and calendar fu…
|
C 66 3⁄3 | ||||||||
| 22184 |
Enables CRUD operations, content management, and media handling for any Strapi …
|
C 66 4⁄4 | ||||||||
| 22185 |
Enables Claude to interact directly with Figma Desktop for creating UI componen…
|
C 66 3⁄3 | ||||||||
| 22186 |
Aluvia
Claim
The Aluvia MCP server exposes browser session management, geo-targeting, and ac…
|
C 66 3⁄3 | ||||||||
| 22187 |
An MCP server that exposes NumPy functionality
|
C 66 3⁄3 | ||||||||
| 22188 |
A Model Context Protocol server that provides comprehensive control over QuickB…
|
C 66 4⁄4 | ||||||||
| 22189 |
Pre-execution governance for AI agents. Intercepts and validates every agent to…
|
C 66 4⁄3 | ||||||||
| 22190 |
e18e
Claim
The official e18e MCP server keeping your agent in check from installing bloate…
|
C 66 4⁄3 | ||||||||
| 22191 |
flapi
Claim
API Framework heavily relying on the power of DuckDB and DuckDB extensions. Rea…
|
C 66 4⁄3 | ||||||||
| 22192 |
mcp_agent_mail_rust
Claim
Rust MCP server for multi-agent coordination: 34 tools, Git-backed archive, SQL…
|
C 66 4⁄3 | ||||||||
| 22193 |
Hybrid search for Cowork history: FTS, Spotlight, and semantic vectors
|
C 66 4⁄3 | ||||||||
| 22194 |
advanced-unity-mcp
Claim
Public repository for Advanced Unity MCP by Code Maestro (www.code-maestro.com).
|
C 66 3⁄3 | ||||||||
| 22195 |
Enables querying and analyzing non-reimbursable medical treatment costs in Sout…
|
C 66 4⁄4 | ||||||||
| 22196 |
Organize your MCP servers in local workspaces, share them as Yet-Another-MCP th…
|
C 66 4⁄3 | ||||||||
| 22197 |
Excel Finance MCP
Claim
Enables comprehensive Excel operations and financial calculations including inv…
|
C 66 4⁄3 | ||||||||
| 22198 |
ssh-mcp
Claim
MCP server exposing SSH control for Linux and Windows servers. Allows long runn…
|
C 66 4⁄3 | ||||||||
| 22199 |
sharplens-mcp
Claim
58 semantic C#/.NET analysis tools via Roslyn. Navigation, refactoring, find us…
|
C 66 3⁄3 | ||||||||
| 22200 |
Enables AI assistants to programmatically control Autodesk Maya via natural lan…
|
C 66 4⁄3 | ||||||||