MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 2 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19651 |
GitHub Repos Manager MCP Server
|
C 66 4⁄4 | ||||||||
| 19652 |
A secure* runtime for autonomous AI agents. Policy from plain-English constitut…
|
C 66 4⁄3 | ||||||||
| 19653 |
Enables analysis of native Android libraries (SO files) and Flutter application…
|
C 66 4⁄3 | ||||||||
| 19654 |
Premium MCP server for Godot game engine with 84 tools for scene editing, scrip…
|
C 66 3⁄3 | ||||||||
| 19655 |
Enables integration with Colombian accounting software Siigo through its API. S…
|
C 66 4⁄4 | ||||||||
| 19656 |
Conduit
Claim
AI-powered connection manager with 60+ MCP tools for SSH terminal execution, RD…
|
C 66 3⁄3 | ||||||||
| 19657 |
local-mcp-gateway
Claim
Aggregate multiple MCP servers into a single endpoint with web UI, OAuth 2.1, a…
|
C 66 4⁄3 | ||||||||
| 19658 |
Conversion from Excel to structured JSON (tables, shapes, charts) for LLM/RAG p…
|
C 66 4⁄3 | ||||||||
| 19659 |
A persistent memory server for AI agents that stores structured notes in a loca…
|
C 66 4⁄3 | ||||||||
| 19660 |
jebmcp
Claim
|
C 66 3⁄3 | ||||||||
| 19661 |
supabase
Claim
|
C 66 4⁄3 | ||||||||
| 19662 |
Mnemo
Claim
Provides AI assistants with extended memory by loading large codebases, documen…
|
C 66 4⁄4 | ||||||||
| 19663 |
MCP File Tools
Claim
Non-UTF-8/Unicode encoding: CP1251, CP1252, KOI8-R, ISO-8859 with auto-detection
|
C 66 4⁄3 | ||||||||
| 19664 |
📇 🏠 Control Spotify playback and manage playlists.
|
C 66 4⁄3 | ||||||||
| 19665 |
A standalone server that enables programmatic interaction with Vendure CLI comm…
|
C 66 4⁄4 | ||||||||
| 19666 |
Provides intelligent retrieval capabilities for local files by scanning directo…
|
C 66 4⁄3 | ||||||||
| 19667 |
QuickBooks MCP Server by CData
|
C 65 3⁄3 | ||||||||
| 19668 |
Reduces token consumption by over 80% through intelligent file caching, returni…
|
C 65 4⁄3 | ||||||||
| 19669 |
Executes SPARQL queries against biological and biomedical RDF databases from th…
|
C 65 4⁄4 | ||||||||
| 19670 |
LivePort MCP
Claim
Give AI agents access to your localhost dev server. Zero-config tunnel that wor…
|
C 65 3⁄3 | ||||||||
| 19671 |
MigoXLab/dingo
Claim
MCP server for the Dingo: a comprehensive data quality evaluation tool. Server …
|
C 65 4⁄3 | ||||||||
| 19672 |
AI-powered code refactor engine with 80+ MCP tools for code analysis, hotspot d…
|
C 65 4⁄3 | ||||||||
| 19673 |
Paparats
Claim
Semantic code search for AI coding assistants. Local Qdrant, multi-repo, no API…
|
C 65 4⁄3 | ||||||||
| 19674 |
Tools and templates to create validated and maintainable data charts and dashbo…
|
C 65 4⁄3 | ||||||||
| 19675 |
ast-grep is a fast and polyglot tool for code structural search, lint, rewritin…
|
C 65 4⁄4 | ||||||||
| 19676 |
An MCP server that enables interaction with Bitbucket repositories through the …
|
C 65 4⁄4 | ||||||||
| 19677 |
AgentRunKit
Claim
Swift 6 agent SDK: type-safe tools, streaming, cloud + on-device inference via …
|
C 65 3⁄3 | ||||||||
| 19678 |
mcp-frontend
Claim
Frontend for MCP (Model Context Protocol) Kit for Go - A Complete MCP solutions…
|
C 65 4⁄3 | ||||||||
| 19679 |
turbovault
Claim
Markdown and OFM SDK w/ MCP server that transforms your Obsidian vault into an …
|
C 65 4⁄3 | ||||||||
| 19680 |
mTarsier
Claim
mTarsier - The Open Source MCP & Skill Manager for Claude, Cursor, VS Code & an…
|
C 65 4⁄3 | ||||||||
| 19681 |
Automate and accelerate Indian legal research with intelligent tools that searc…
|
C 65 4⁄3 | ||||||||
| 19682 |
FantasyPremierLeague
Claim
Fantasy Premier League Kotlin/Compose Multiplatform sample
|
C 65 3⁄3 | ||||||||
| 19683 |
e-arveldaja MCP Server
Claim
Enables interaction with the Estonian e-arveldaja (RIK e-Financials) REST API t…
|
C 65 4⁄4 | ||||||||
| 19684 |
The Atla MCP Server provides a standardized interface for LLMs to interact with…
|
C 65 4⁄4 | ||||||||
| 19685 |
A server that implements the Model Context Protocol (MCP) with StreamableHTTP t…
|
C 65 4⁄4 | ||||||||
| 19686 |
A Model Context Protocol server that integrates Shortcut project management fun…
|
C 65 4⁄4 | ||||||||
| 19687 |
solscan-mcp
Claim
An MCP tool for querying Solana transactions using natural language with Solsca…
|
C 65 4⁄3 | ||||||||
| 19688 |
Connects LLMs to NewsData.io to search for latest news, cryptocurrency trends, …
|
C 65 4⁄4 | ||||||||
| 19689 |
Berry MCP Server
Claim
A universal framework for creating and deploying custom Model Context Protocol …
|
C 65 4⁄4 | ||||||||
| 19690 |
Azan + Prayer Time + MCP + AI Agents + Islamic + Salah + A lightweight MCP libr…
|
C 65 3⁄3 | ||||||||
| 19691 |
Provides comprehensive access to Dungeons & Dragons 5th Edition content through…
|
C 65 4⁄4 | ||||||||
| 19692 |
Enables AI agents to interact with Yokan Kanban Board API to manage boards, col…
|
C 65 4⁄4 | ||||||||
| 19693 |
A Model Context Protocol server that provides tools for interacting with the Pa…
|
C 65 4⁄4 | ||||||||
| 19694 |
mobile-dev-mcp-server
Claim
This is a MCP designed to manage and interact with mobile devices and simulator…
|
C 65 3⁄3 | ||||||||
| 19695 |
A Model Context Protocol server implementation that enables AI assistants to in…
|
C 65 4⁄4 | ||||||||
| 19696 |
mcp-dock
Claim
A cross-platform MCP Server manager for Cursor, Claude, Windsurf, Zed & TRAE. F…
|
C 65 3⁄3 | ||||||||
| 19697 |
ParaView-MCP
Claim
Integrates multimodal large language models with ParaView to enable the creatio…
|
C 65 4⁄3 | ||||||||
| 19698 |
TypeScript framework to build robust, agent-ready MCP servers around your APIs.
|
C 65 4⁄3 | ||||||||
| 19699 |
Enables comprehensive management of Google Apps Script projects, including proj…
|
C 65 4⁄4 | ||||||||
| 19700 |
A Goose MCP extension providing voice interaction with modern audio visualizati…
|
C 65 4⁄3 | ||||||||