MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 1 hour, 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 4101 |
Integrates Aptos blockchain access into AI applications, enabling interaction w…
|
B 75 5⁄5 | ||||||||
| 4102 |
MCP server designed to help you search and analyze your photo library (iCloud -…
|
B 75 5⁄4 | ||||||||
| 4103 |
This is a Model Context Protocol (MCP) server adaptation of LangChain Ollama De…
|
B 75 5⁄5 | ||||||||
| 4104 |
MCP-K8S is an AI-driven Kubernetes resource management tool that allows users t…
|
B 75 5⁄5 | ||||||||
| 4105 |
A Model Context Protocol server that enables AI assistants to read from and wri…
|
B 75 5⁄5 | ||||||||
| 4106 |
Provides AI assistants with persistent, graph-based memory using Neo4j, enablin…
|
B 75 5⁄5 | ||||||||
| 4107 |
Search Korean patents by applicant, retrieve detailed records by application nu…
|
B 75 5⁄5 | ||||||||
| 4108 |
An enterprise-ready MCP server that provides persistent sentiment analytics, ch…
|
B 75 5⁄4 | ||||||||
| 4109 |
MCP server for Aruba email and calendar via IMAP/SMTP/CalDAV
|
B 75 5⁄5 | ||||||||
| 4110 |
A Bun-based MCP server that allows AI models to query Swagger/OpenAPI documenta…
|
B 75 5⁄5 | ||||||||
| 4111 |
Allows interaction with Google Calendar through Claude Desktop using the Model …
|
B 75 5⁄5 | ||||||||
| 4112 |
|
B 75 5⁄4 | ||||||||
| 4113 |
Enables interaction with Overseerr API to manage movie and TV show requests, al…
|
B 75 5⁄5 | ||||||||
| 4114 |
Fully decentralized P2P web search engine for LLMs. Crawls, indexes, and search…
|
B 75 5⁄4 | ||||||||
| 4115 |
Enables managing personal information with dynamic topic-based organization (ta…
|
B 75 5⁄5 | ||||||||
| 4116 |
Enables Korea University students to query their KUPID portal and Canvas LMS us…
|
B 75 5⁄5 | ||||||||
| 4117 |
llms-txt-generator
Claim
The ultimate AI-powered generator for llms.txt and llms-full.txt files.
|
B 75 5⁄4 | ||||||||
| 4118 |
A server that enables browser automation using Playwright, allowing interaction…
|
B 75 5⁄4 | ||||||||
| 4119 |
Enables sending transactional emails through GetMailer from AI assistants. Supp…
|
B 75 5⁄5 | ||||||||
| 4120 |
Enables AI agents and developers to search, retrieve, and analyze HackerNews co…
|
B 75 5⁄5 | ||||||||
| 4121 |
Enables AI assistants to search and retrieve information from 3GPP specificatio…
|
B 75 5⁄5 | ||||||||
| 4122 |
Solentic
Claim
Native Solana staking infrastructure for AI agents. 18 MCP tools for staking, u…
|
B 75 5⁄5 | ||||||||
| 4123 |
Yet another CLI tool for testing MCP servers.
|
B 75 5⁄4 | ||||||||
| 4124 |
Real-time cryptocurrency market data integration using CoinCap's public API, pr…
|
B 75 5⁄5 | ||||||||
| 4125 |
MCP server for maigret, a powerful OSINT tool that collects user account inform…
|
B 75 5⁄5 | ||||||||
| 4126 |
Provides fast, multilingual spell-checking for text and files, featuring syntax…
|
B 75 5⁄4 | ||||||||
| 4127 |
A Model Control Protocol server implementation that allows Claude Desktop to us…
|
B 75 5⁄5 | ||||||||
| 4128 |
Enables AI assistants to create, edit, and manipulate PowerPoint presentations …
|
B 75 5⁄5 | ||||||||
| 4129 |
Enables web search functionality through Perplexity AI's API with time-based fi…
|
B 75 5⁄5 | ||||||||
| 4130 |
Enables AI models to manage Docker containers, images, networks, and volumes th…
|
B 75 5⁄5 | ||||||||
| 4131 |
Intelligently engineers and optimizes prompts for Claude Code with automatic la…
|
B 75 5⁄5 | ||||||||
| 4132 |
Provides access to the Ensembl genomics REST API with 30+ tools for genomic dat…
|
B 75 5⁄5 | ||||||||
| 4133 |
mcp-server-zep-cloud
|
B 75 5⁄5 | ||||||||
| 4134 |
Developer-friendly MCP server bridging Kafka and Pulsar protocols—built with ❤️…
|
B 75 5⁄4 | ||||||||
| 4135 |
Enables AI assistants to interact with Form.io's API to create, read, update, a…
|
B 75 5⁄5 | ||||||||
| 4136 |
Access MIRO whiteboards, bulk create and read items. Requires OAUTH key for RES…
|
B 75 5⁄5 | ||||||||
| 4137 |
Provides AI coding assistants with persistent, context-rich memory of a codebas…
|
B 75 5⁄4 | ||||||||
| 4138 |
Enables interaction with Azure DevOps through Cursor chat, providing tools to m…
|
B 75 5⁄5 | ||||||||
| 4139 |
A Model Context Protocol server that enables interaction with You Need A Budget…
|
B 75 5⁄5 | ||||||||
| 4140 |
MCP server that interfaces with the NCBI Entrez API to fetch detailed informati…
|
B 75 5⁄5 | ||||||||
| 4141 |
Persistent, verified, cross-session memory for AI agents. 26 tools. SQLite + sy…
|
B 75 4⁄4 | ||||||||
| 4142 |
Provides access to Yelp's business database for searching local businesses, ret…
|
B 75 5⁄5 | ||||||||
| 4143 |
Enables removing image backgrounds using AI models through MCP-compatible tools…
|
B 75 5⁄4 | ||||||||
| 4144 |
|
B 75 5⁄4 | ||||||||
| 4145 |
Turns any static website into an MCP-searchable knowledge base by deploying a C…
|
B 75 5⁄5 | ||||||||
| 4146 |
An MCP server that automatically converts OpenAPI specifications into MCP tools…
|
B 75 5⁄5 | ||||||||
| 4147 |
An unofficial MCP server that enables AI agents to create and list tasks in Tod…
|
B 75 5⁄5 | ||||||||
| 4148 |
Generates and queries a graph representation of a codebase to identify entities…
|
B 75 5⁄4 | ||||||||
| 4149 |
Enables AI agents to execute C++ code, test solutions against multiple test cas…
|
B 75 5⁄5 | ||||||||
| 4150 |
Provides Pokemon Showdown competitive battle data to AI assistants, enabling lo…
|
B 75 5⁄5 | ||||||||