MCP Server Quality Scores
Independent quality analysis of 48850 public MCP servers
Last updated 2 hours, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20951 |
MCP server to integrate with Juniper Routing Director
|
B 72 3⁄3 | ||||||||
| 20952 |
List and fetch official Pine Labs SDK API documentation via MCP tools.
|
B 72 3⁄3 | ||||||||
| 20953 |
An open-source server that enables AI agents to interact with Azure DevOps proj…
|
B 72 4⁄4 | ||||||||
| 20954 |
Kotlin MCP Server for Android app development using OpenAI, Gemini, or OpenRout…
|
B 72 4⁄4 | ||||||||
| 20955 |
mymir
Claim
Project management for the agentic engineering era.
|
B 72 3⁄3 | ||||||||
| 20956 |
cupertino
Claim
Apple Documentation MCP Server. Search Apple developer docs, Swift Evolution pr…
|
B 72 3⁄3 | ||||||||
| 20957 |
Enables AI assistants to interact with Anytype data through the local API, allo…
|
B 72 4⁄3 | ||||||||
| 20958 |
Fork of Browser MCP with improved reliability, logging, and exit code handling;…
|
B 72 3⁄3 | ||||||||
| 20959 |
Unity-AI-ParticleSystem
Claim
AI-powered tools for Unity Particle System. Create and modify Particle System d…
|
B 72 3⁄3 | ||||||||
| 20960 |
Enables AI assistants to interact with Planning Center Online accounts across m…
|
B 72 4⁄4 | ||||||||
| 20961 |
A comprehensive Model Context Protocol (MCP) server providing advanced access t…
|
B 72 4⁄4 | ||||||||
| 20962 |
A comprehensive web scraping server that transforms web content into clean, age…
|
B 72 4⁄4 | ||||||||
| 20963 |
Enables AI agents to manage WordPress sites with 190+ tools for content managem…
|
B 72 4⁄4 | ||||||||
| 20964 |
Enables comprehensive interaction with self-hosted Jira instances using Persona…
|
B 72 4⁄4 | ||||||||
| 20965 |
|
B 72 3⁄3 | ||||||||
| 20966 |
|
B 72 3⁄3 | ||||||||
| 20967 |
Mochify MCP
Claim
MCP implementation for connecting to the Mochify image processing API to conver…
|
B 72 4⁄3 | ||||||||
| 20968 |
Manage Komodo through AI assistants
|
B 72 4⁄3 | ||||||||
| 20969 |
Wick
Claim
Native C# MCP server for Godot Engine — 53 tools across 5 pillars: Roslyn-enric…
|
B 72 3⁄3 | ||||||||
| 20970 |
para
Claim
The Para MCP server exposes Para's backend services over the Model Context Prot…
|
B 72 3⁄3 | ||||||||
| 20971 |
Provides comprehensive access to Jira Cloud and Data Center instances for manag…
|
B 72 4⁄4 | ||||||||
| 20972 |
An MCP server for automating Google Workspace applications including Sheets, Ap…
|
B 72 3⁄3 | ||||||||
| 20973 |
39 tax tools for US taxpayers: federal/state tax, credits, deductions, retireme…
|
B 72 4⁄3 | ||||||||
| 20974 |
NOT for educational purposes: An MCP server for professional penetration tester…
|
B 72 4⁄3 | ||||||||
| 20975 |
MCP server for the GitLab REST API providing tools to manage projects, merge re…
|
B 72 4⁄3 | ||||||||
| 20976 |
nodebench
Claim
260 MCP tools across 49 domains. AI Flywheel, quality gates, research, web scra…
|
B 72 4⁄3 | ||||||||
| 20977 |
Enables Claude Desktop to access Google Maps services including geocoding, plac…
|
B 72 4⁄4 | ||||||||
| 20978 |
A command-line utility for interacting with MCP servers.
|
B 72 4⁄3 | ||||||||
| 20979 |
sei-mcp-server
Claim
|
B 72 4⁄3 | ||||||||
| 20980 |
MCP server for full control of Apple Keynote through AppleScript automation. Cr…
|
B 72 4⁄3 | ||||||||
| 20981 |
Enables AI assistants to manage email campaigns, leads, email accounts, and ana…
|
B 72 4⁄4 | ||||||||
| 20982 |
|
B 72 4⁄3 | ||||||||
| 20983 |
Notion MCP Server
Claim
Enables AI agents to interact with Notion workspaces through the Notion API, al…
|
B 72 4⁄4 | ||||||||
| 20984 |
dotnet-template-mcp
Claim
Search, inspect, preview, and create .NET projects from dotnet new templates vi…
|
B 72 3⁄3 | ||||||||
| 20985 |
Index source code into a local knowledge base, search with keyword + semantic +…
|
B 72 3⁄3 | ||||||||
| 20986 |
AgentRecall
Claim
MCP server for persistent, compounding memory that automatically captures corre…
|
B 72 3⁄3 | ||||||||
| 20987 |
EU Digital Omnibus AI Act tracker - Track delay status by article. First-mover …
|
B 72 3⁄3 | ||||||||
| 20988 |
Read Project Gutenberg books via MCP. Search, fetch metadata, and retrieve text…
|
B 72 3⁄3 | ||||||||
| 20989 |
Local MCP server that exposes Scrivener projects to AI clients, enabling projec…
|
B 72 3⁄3 | ||||||||
| 20990 |
Provides a standardized interface for interacting with Quickbase's JSON RESTful…
|
B 72 4⁄4 | ||||||||
| 20991 |
Enables AI assistants to interact with Coolify for complete infrastructure mana…
|
B 72 4⁄4 | ||||||||
| 20992 |
Enables access to MetaTrader5 market data and trading functionality, including …
|
B 72 4⁄3 | ||||||||
| 20993 |
Provides a Model Context Protocol interface for the Dolibarr ERP/CRM, enabling …
|
B 72 4⁄4 | ||||||||
| 20994 |
MCP server for Duplicacy — monitor backup status and Prometheus metrics
|
B 72 3⁄3 | ||||||||
| 20995 |
SQL Server MCP server with AST-based query validation, read-only safety, schema…
|
B 72 3⁄3 | ||||||||
| 20996 |
Make your MCP servers secure and production ready
|
B 72 4⁄3 | ||||||||
| 20997 |
Claude Talk to Figma MCP
Claim
Enables AI assistants like Claude Desktop to interact directly with Figma, allo…
|
B 72 4⁄3 | ||||||||
| 20998 |
Enables LLMs to write, append, and manage files in txt, md, csv, and xlsx forma…
|
B 72 3⁄3 | ||||||||
| 20999 |
searchcraft
Claim
Full-text search for Next.js. BM25 scoring and fuzzy matching, no external serv…
|
B 72 3⁄3 | ||||||||
| 21000 |
Leverage advanced analytical thinking capabilities to break down complex proble…
|
B 72 3⁄3 | ||||||||