MCP Server Quality Scores
Independent quality analysis of 50632 public MCP servers
Last updated 57 minutes ago
Grade Distribution
Score Distribution
Newly Added
mcp Altoviz MCP Server Thrivee — Personal Finance Intelligence Ezi Home Services voip.ms| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15251 |
Agent Skill Ninja for MCP: Search, install, and manage AI agent skills (SKILL.m…
|
F 30 5⁄4 | ||||||||
| 15252 |
Providing real-time cross-chain bridge metrics.
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F 30 5⁄5 | ||||||||
| 15253 |
Enables Claude to collect and search for product feedback directly from Slack w…
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F 30 5⁄5 | ||||||||
| 15254 |
A server implementation of the Model Context Protocol that enables calling iFly…
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F 30 5⁄5 | ||||||||
| 15255 |
Open Models MCP for Blender Using Ollama
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F 30 5⁄4 | ||||||||
| 15256 |
A ModelContextProtocol server providing high-quality translation services with …
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F 30 5⁄5 | ||||||||
| 15257 |
A Python starter template for building MCP servers with client connection manag…
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F 30 5⁄5 | ||||||||
| 15258 |
Provides access to a community knowledge base of 16k+ debugging solutions and 2…
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F 30 5⁄5 | ||||||||
| 15259 |
Integrates the Atlassian Rovo Dev CLI with the Model Context Protocol, allowing…
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F 30 5⁄5 | ||||||||
| 15260 |
Tracks and manages code changes from Git repositories, generates documentation …
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F 30 5⁄5 | ||||||||
| 15261 |
Supports SSE, STDIO; not only limited to MySQL's CRUD functionality; also inclu…
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F 30 5⁄4 | ||||||||
| 15262 |
A Model Context Protocol server that enables monitoring and analysis of Precisi…
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F 30 5⁄4 | ||||||||
| 15263 |
[Mobb Vibe Shield](https://vibe.mobb.ai/) identifies and remediates vulnerabili…
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F 30 6⁄6 | ||||||||
| 15264 |
Enables running arbitrary JavaScript code in isolated Docker containers with on…
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F 30 5⁄4 | ||||||||
| 15265 |
A demonstration MCP server built with TypeScript and Bun that implements a clas…
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F 30 5⁄5 | ||||||||
| 15266 |
Enables natural language interface for single-cell RNA-Seq analysis using Liana…
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F 30 5⁄5 | ||||||||
| 15267 |
A basic MCP server that provides arithmetic calculation tools and system inform…
|
F 30 5⁄4 | ||||||||
| 15268 |
Turn any MCP server into a type-safe TypeScript SDK in seconds - with OAuth …
|
F 30 6⁄6 | ||||||||
| 15269 |
A MCP server for LLDB enabling AI binary and core file analysis, debugging, dis…
|
F 30 5⁄4 | ||||||||
| 15270 |
Enables AI assistants to interact with Spec Kit templates and workflows for man…
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F 30 5⁄4 | ||||||||
| 15271 |
Enables AI-powered image generation from text prompts using fal.ai models direc…
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F 30 5⁄4 | ||||||||
| 15272 |
Automatic enforcement of critical rules for Claude AI preventing 96 documented …
|
F 30 5⁄5 | ||||||||
| 15273 |
Add RAG-powered AI chat to any website with one command. Local vector store, mu…
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F 30 5⁄4 | ||||||||
| 15274 |
Enables LLMs to perform Active Directory penetration testing using tools like N…
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F 30 5⁄4 | ||||||||
| 15275 |
A debug tool for platform developers to verify that their MCP App hosts correct…
|
F 30 5⁄5 | ||||||||
| 15276 |
Exposes Google Gemini's Nano Banana image generation models to Claude, enabling…
|
F 30 5⁄5 | ||||||||
| 15277 |
AI-native code intelligence graph that builds a persistent knowledge graph of y…
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F 30 6⁄4 | ||||||||
| 15278 |
Enables Claude Desktop to interact with MySQL databases through secure query ex…
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F 30 5⁄5 | ||||||||
| 15279 |
An MCP Server for Node.js API documentation
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F 30 5⁄5 | ||||||||
| 15280 |
Enables processing of Excel, Word, and PDF documents through reading, writing, …
|
F 30 5⁄4 | ||||||||
| 15281 |
A FastMCP-powered microserver that allows users to programmatically generate we…
|
F 30 5⁄4 | ||||||||
| 15282 |
Query Go package information on pkg.go.dev
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F 30 5⁄5 | ||||||||
| 15283 |
AI business intelligence: competitor analysis, web scoring, reviews, market res…
|
F 30 6⁄6 | ||||||||
| 15284 |
A secure middleware that intercepts AI agent tool calls to evaluate risks and m…
|
F 30 5⁄5 | ||||||||
| 15285 |
A bridge between LLMs and OpenWebUI workspaces that enables managing projects, …
|
F 30 5⁄5 | ||||||||
| 15286 |
Code intelligence MCP server — 80+ tools for navigation, impact analysis, and a…
|
F 30 5⁄4 | ||||||||
| 15287 |
Enables AI models to find the best online deals by browsing and interacting wit…
|
F 30 5⁄5 | ||||||||
| 15288 |
Zero-dependency MCP server implementation.
|
F 30 5⁄4 | ||||||||
| 15289 |
Enables AI assistants to interact with users via Telegram to request decisions,…
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F 30 5⁄5 | ||||||||
| 15290 |
A proxy MCP server that manages multiple upstream MCP servers by grouping them …
|
F 30 5⁄4 | ||||||||
| 15291 |
Provides advanced image analysis capabilities including object recognition, OCR…
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F 30 5⁄5 | ||||||||
| 15292 |
An ingredient-based recommendation engine that identifies similar products usin…
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F 30 5⁄4 | ||||||||
| 15293 |
Self-hosted memory and governance layer for AI coding agents. 28 MCP tools with…
|
F 30 5⁄5 | ||||||||
| 15294 |
Model Context Protocol (MCP) Server for reading from Google Drive and editing G…
|
F 30 5⁄5 | ||||||||
| 15295 |
Create images and videos from prompts, with options for image mixing, reference…
|
F 30 6⁄6 | ||||||||
| 15296 |
A mock MCP server for testing MCP client implementations and development workfl…
|
F 30 5⁄5 | ||||||||
| 15297 |
MCP of MCPs. Automatic discovery and configure MCP servers on your local machin…
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F 30 5⁄5 | ||||||||
| 15298 |
Enables AI agents to send, receive, schedule, and manage SMS and MMS messages u…
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F 30 5⁄5 | ||||||||
| 15299 |
An MCP server that integrates with Claude to provide smart documentation search…
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F 30 5⁄5 | ||||||||
| 15300 |
Enables AI-powered image generation using Volcano Engine's SeeDream 4.0 model. …
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F 30 6⁄6 | ||||||||