MCP Server Quality Scores
Independent quality analysis of 48680 public MCP servers
Last updated 1 hour, 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22101 |
JotForm API Server
Claim
Enables interaction with JotForm's API to manage forms, submissions, folders, r…
|
C 66 4⁄4 | ||||||||
| 22102 |
AI agent identity and reputation registry. Ed25519 cryptographic identity, proo…
|
C 66 4⁄3 | ||||||||
| 22103 |
TeliTask MCP server — manage contacts, tasks, and calls from AI assistants
|
C 66 3⁄3 | ||||||||
| 22104 |
Enables Claude Desktop to securely access Amazon WorkMail email and calendar fu…
|
C 66 3⁄3 | ||||||||
| 22105 |
mcp-linker
Claim
mcp store manager, add & syncs MCP server configurations across clients like Cl…
|
C 66 4⁄3 | ||||||||
| 22106 |
Enables interaction with Azure DevOps through natural language in Cursor IDE. S…
|
C 66 4⁄3 | ||||||||
| 22107 |
WeatherAI MCP server — 11 live weather tools for Claude Desktop, Cursor, Windsu…
|
C 66 3⁄3 | ||||||||
| 22108 |
Enables integration with Colombian accounting software Siigo through its API. S…
|
C 66 4⁄4 | ||||||||
| 22109 |
Provides deterministic Python code quality analysis using flake8, mypy, McCabe,…
|
C 66 3⁄3 | ||||||||
| 22110 |
Run sudo commands with a Fernet-encrypted password bound to machine-id + user.
|
C 66 3⁄3 | ||||||||
| 22111 |
Mnemo
Claim
Provides AI assistants with extended memory by loading large codebases, documen…
|
C 66 4⁄4 | ||||||||
| 22112 |
MCP server for spreadsheet files (.xlsx, .csv, .ods) - cell-level ops + DuckDB …
|
C 66 4⁄3 | ||||||||
| 22113 |
Provides intelligent code context and analysis through semantic compression, AS…
|
C 66 4⁄4 | ||||||||
| 22114 |
Enables seamless integration with Etsy's marketplace API v3 to search listings,…
|
C 66 4⁄4 | ||||||||
| 22115 |
MCP server for Node-RED — safe deploy, optimistic locking, smart search, 13 too…
|
C 66 3⁄3 | ||||||||
| 22116 |
supabase
Claim
|
C 66 4⁄3 | ||||||||
| 22117 |
An MCP server that enables LLM clients to manage Remnawave VPN panels through 5…
|
C 66 4⁄3 | ||||||||
| 22118 |
A management toolkit for AI agent skills that provides an MCP server for search…
|
C 66 4⁄4 | ||||||||
| 22119 |
Context window token analysis and budget management
|
C 66 3⁄3 | ||||||||
| 22120 |
A Message Control Protocol (MCP) server for manipulating Guitar Pro files. It p…
|
C 66 3⁄3 | ||||||||
| 22121 |
MCP server for MoySklad (МойСклад) warehouse and CRM management API. 21 tools c…
|
C 66 3⁄3 | ||||||||
| 22122 |
F5 Distributed Cloud Terraform provider docs, 270+ OpenAPI specs, and subscript…
|
C 66 4⁄3 | ||||||||
| 22123 |
Enables semantic search across indexed documents using vector embeddings. Index…
|
C 66 4⁄3 | ||||||||
| 22124 |
Tools to interact with the Camunda 7 Community Edition Engine using the Model C…
|
C 66 3⁄3 | ||||||||
| 22125 |
advanced-unity-mcp
Claim
Public repository for Advanced Unity MCP by Code Maestro (www.code-maestro.com).
|
C 66 3⁄3 | ||||||||
| 22126 |
Multi-agent billing and cost allocation tracking
|
C 66 3⁄3 | ||||||||
| 22127 |
MCP server for Growi Finance — programmatic interaction with the GrowiHFVault o…
|
C 66 3⁄3 | ||||||||
| 22128 |
A comprehensive MCP server providing full access to Bybit's v5 API for real-tim…
|
C 66 4⁄4 | ||||||||
| 22129 |
Rememberizer MCP Server
Claim
Enables semantic search and retrieval of personal and team knowledge from conne…
|
C 66 4⁄4 | ||||||||
| 22130 |
Connects LLMs to the Quran API (alquran.cloud) to retrieve accurate Quranic tex…
|
C 66 4⁄3 | ||||||||
| 22131 |
An MCP server that enables seamless management of Novita AI platform resources,…
|
C 66 4⁄4 | ||||||||
| 22132 |
ZATCA, UAE CT, EU AI Act regulatory compliance for AI agents
|
C 66 3⁄3 | ||||||||
| 22133 |
A Model Context Protocol server for removing backgrounds from images using AI-p…
|
C 66 3⁄3 | ||||||||
| 22134 |
sharplens-mcp
Claim
58 semantic C#/.NET analysis tools via Roslyn. Navigation, refactoring, find us…
|
C 66 3⁄3 | ||||||||
| 22135 |
Get the narrative and API documentation for the exact version of any of your de…
|
C 66 4⁄3 | ||||||||
| 22136 |
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 | ||||||||
| 22137 |
An MCP server that provides secure access to 1Password secrets and item managem…
|
C 66 3⁄3 | ||||||||
| 22138 |
A unified remote terminal management server that simplifies complex SSH connect…
|
C 66 4⁄4 | ||||||||
| 22139 |
local-mcp-gateway
Claim
Aggregate multiple MCP servers into a single endpoint with web UI, OAuth 2.1, a…
|
C 66 4⁄3 | ||||||||
| 22140 |
An MCP server that connects Claude to Trello, enabling comprehensive management…
|
C 66 4⁄3 | ||||||||
| 22141 |
The DNS/SMTP for AI agents: cross-protocol discovery, messaging and transaction…
|
C 66 3⁄3 | ||||||||
| 22142 |
MCP server for Intervals.icu — access training, wellness, and performance data …
|
C 66 3⁄3 | ||||||||
| 22143 |
Premium MCP server for Godot game engine with 84 tools for scene editing, scrip…
|
C 66 3⁄3 | ||||||||
| 22144 |
MCP server for AI-assisted coding with development history: git, tests, Copilot.
|
C 66 4⁄3 | ||||||||
| 22145 |
A Model Context Protocol server that provides seamless integration with Mingdao…
|
C 66 4⁄4 | ||||||||
| 22146 |
An MCP server for managing MCP server registries with health checks, duplicate …
|
C 66 3⁄3 | ||||||||
| 22147 |
Independent MCP client by swsistrip for Swiss Federal Railways (SBB/CFF/FFS) — …
|
C 66 3⁄3 | ||||||||
| 22148 |
foo-ai
Claim
MCP control for foobar2000. Control your music player with an AI assistant!
|
C 66 3⁄3 | ||||||||
| 22149 |
|
C 66 3⁄3 | ||||||||
| 22150 |
Runtime quality validation for AI agent outputs. Detect hallucinations, enforce…
|
C 66 3⁄3 | ||||||||