MCP Server Quality Scores
Independent quality analysis of 33449 public MCP servers
Last updated 0 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15151 |
An MCP server that enables web search capabilities using OpenAI's o3 model, all…
|
F 30 5⁄5 | ||||||||
| 15152 |
A local MCP gateway that compresses multiple upstream servers into two tools, s…
|
F 30 5⁄4 | ||||||||
| 15153 |
MCP Shrimp Task Manager is a task tool built for AI Agents, emphasizing chain-o…
|
F 30 5⁄5 | ||||||||
| 15154 |
Enables AI agents to autonomously manage and improve execution processes for re…
|
F 30 5⁄4 | ||||||||
| 15155 |
A modular multi-server architecture providing development automation, JIRA mana…
|
F 30 5⁄5 | ||||||||
| 15156 |
An MCP Server for Node.js API documentation
|
F 30 5⁄5 | ||||||||
| 15157 |
Am MCP server for LNbits Lightning Network wallet integration.
|
F 30 5⁄4 | ||||||||
| 15158 |
Chat with any other OpenAI SDK Compatible Chat Completions API, like Perplexity…
|
F 30 5⁄4 | ||||||||
| 15159 |
Enables AI assistants in IDEs to query custom documentation databases for more …
|
F 30 6⁄6 | ||||||||
| 15160 |
An advanced MCP server that implements sophisticated sequential thinking using …
|
F 30 5⁄5 | ||||||||
| 15161 |
Provides AI models with direct access to over 461 GoHighLevel CRM tools for man…
|
F 30 6⁄6 | ||||||||
| 15162 |
Enables LLM interactions with Juniper Junos network devices, allowing natural l…
|
F 30 5⁄5 | ||||||||
| 15163 |
MCP for letting agents delegate tasks to sub-agents (Claude Code, Aider, Q)
|
F 30 5⁄5 | ||||||||
| 15164 |
A template for creating and connecting custom tools to Cursor IDE using Model C…
|
F 30 5⁄5 | ||||||||
| 15165 |
The server facilitates access to Julia documentation and source code through Cl…
|
F 30 5⁄5 | ||||||||
| 15166 |
Enables semantic search and insight extraction across Granola meeting notes, ca…
|
F 30 5⁄4 | ||||||||
| 15167 |
为claude code+glm 添加上眼睛
|
F 30 5⁄4 | ||||||||
| 15168 |
A declarative framework that manages LLM resources, prompts, and tools through …
|
F 30 5⁄5 | ||||||||
| 15169 |
LangGraph AI Repository
|
F 30 5⁄4 | ||||||||
| 15170 |
An intelligent MCP server that analyzes folder contents to automatically catego…
|
F 30 5⁄4 | ||||||||
| 15171 |
Enhance your applications with intelligent context-aware capabilities. Leverage…
|
F 30 5⁄4 | ||||||||
| 15172 |
Enables AI assistants to interact with Lemonade's insurance services for renter…
|
F 30 5⁄4 | ||||||||
| 15173 |
Enables natural language database operations and semantic document search throu…
|
F 30 5⁄4 | ||||||||
| 15174 |
An MCP server that automates Xianyu marketplace operations through Playwright, …
|
F 30 5⁄4 | ||||||||
| 15175 |
Provides AI-powered development tools including code generation, refactoring, d…
|
F 30 5⁄5 | ||||||||
| 15176 |
An MCP server that uses Claude 3.5 Sonnet to transform ordinary prompts into st…
|
F 30 5⁄5 | ||||||||
| 15177 |
Reduce context usage on file use. Send only unified diffs instead of full files…
|
F 30 5⁄5 | ||||||||
| 15178 |
Analyzes DevOps findings to automatically recommend and generate AWS Fault Inje…
|
F 30 5⁄5 | ||||||||
| 15179 |
A server that enhances Claude's reasoning capabilities by integrating DeepSeek …
|
F 30 5⁄5 | ||||||||
| 15180 |
Enables Claude to interact with Things 3 on macOS, allowing users to create, up…
|
F 30 5⁄4 | ||||||||
| 15181 |
A TypeScript-based Model Context Protocol server that enables large language mo…
|
F 30 5⁄5 | ||||||||
| 15182 |
Enable fast, free real-time web search and access premium data from trusted med…
|
F 30 5⁄5 | ||||||||
| 15183 |
Enables fast text classification using Model2Vec static embeddings with 10 defa…
|
F 30 5⁄5 | ||||||||
| 15184 |
A comprehensive Data Platform server that enables seamless integration between …
|
F 30 5⁄5 | ||||||||
| 15185 |
An AI-powered code consultation server that routes programming queries to speci…
|
F 30 5⁄5 | ||||||||
| 15186 |
|
F 30 5⁄4 | ||||||||
| 15187 |
A comprehensive MCP server providing secure tools for filesystem operations, Gi…
|
F 30 5⁄5 | ||||||||
| 15188 |
Enables automated README file management for development projects through MCP t…
|
F 30 5⁄5 | ||||||||
| 15189 |
A secure Model Context Protocol server that allows AI assistants to execute ter…
|
F 30 5⁄4 | ||||||||
| 15190 |
A Model Context Protocol server that automates code generation for web developm…
|
F 30 5⁄5 | ||||||||
| 15191 |
A demonstration server that implements the Model Context Protocol (MCP) SDK, pr…
|
F 30 5⁄4 | ||||||||
| 15192 |
Provides tools to interact with the HireBase Job API, enabling users to search …
|
F 30 5⁄5 | ||||||||
| 15193 |
A persistent SQLite-backed storage server that enables Cursor IDE's AI assistan…
|
F 30 5⁄5 | ||||||||
| 15194 |
Allows AI assistants to access and analyze your Cursor conversation history, en…
|
F 30 5⁄4 | ||||||||
| 15195 |
Provide academic paper search capabilities by querying Google Scholar through a…
|
F 30 6⁄6 | ||||||||
| 15196 |
Enables Claude to collaborate with Gemini for code reviews, second opinions, an…
|
F 30 5⁄5 | ||||||||
| 15197 |
A Node.js implementation for vector search using LanceDB and Ollama's embedding…
|
F 30 5⁄5 | ||||||||
| 15198 |
PiAPI MCP server makes users able to generate media content with Midjourney/Flu…
|
F 30 5⁄5 | ||||||||
| 15199 |
A comprehensive MCP server that provides AI assistants with tools for file syst…
|
F 30 5⁄4 | ||||||||
| 15200 |
A Model Context Protocol server for accessing NovaCV resume services API, enabl…
|
F 30 5⁄5 | ||||||||