MCP Server Quality Scores
Independent quality analysis of 33379 public MCP servers
Last updated 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15951 |
Accesses the doppelgangers.ai Social Media Context API to provide contextualize…
|
F 30 5⁄5 | ||||||||
| 15952 |
MCP proxy server with lazy loading support - reduces context usage through on…
|
F 30 5⁄4 | ||||||||
| 15953 |
Enables Claude Desktop to interact with Snowflake databases through natural-lan…
|
F 30 5⁄4 | ||||||||
| 15954 |
This is a powerful Model Context Protocol (MCP) server that integrates multiple…
|
F 30 5⁄4 | ||||||||
| 15955 |
An MCP server that enables communication with users through Telegram. This serv…
|
F 30 5⁄5 | ||||||||
| 15956 |
Enables AI-powered computational design in Rhino/Grasshopper with ML-based auto…
|
F 30 5⁄5 | ||||||||
| 15957 |
Enables AI-powered image generation from text prompts using fal.ai models direc…
|
F 30 5⁄4 | ||||||||
| 15958 |
An MCP server for retrieving and filtering logs from Mezmo with a quota-conscio…
|
F 30 5⁄5 | ||||||||
| 15959 |
A Model Context Protocol server that connects to Coreflux MQTT brokers, enablin…
|
F 30 5⁄5 | ||||||||
| 15960 |
Enables AI models to interactively prompt users for input or clarification dire…
|
F 30 5⁄5 | ||||||||
| 15961 |
Model Context Protocol server for awesome-copilot agents and collections
|
F 30 5⁄4 | ||||||||
| 15962 |
MCP service for Tablestore, features include adding documents, semantic search …
|
F 30 5⁄5 | ||||||||
| 15963 |
Search campgrounds around the world on campertunity, check availability, and pr…
|
F 30 5⁄5 | ||||||||
| 15964 |
Integrates with the Freqtrade cryptocurrency trading bot via its REST API to en…
|
F 30 5⁄5 | ||||||||
| 15965 |
Zero-dependency MCP server implementation.
|
F 30 5⁄4 | ||||||||
| 15966 |
An MCP server that integrates Alibaba Cloud DashScope's FLUX model to provide A…
|
F 30 5⁄5 | ||||||||
| 15967 |
A versatile MCP server framework that enables AI capabilities like remote contr…
|
F 30 5⁄5 | ||||||||
| 15968 |
AI Agents framework with 64+ built-in tools for search, memory, workflows, code…
|
F 30 5⁄4 | ||||||||
| 15969 |
GitLabとの連携機能を提供するModel Context Protocol (MCP) サーバーです。GitLabの特定のプロジェクトからパイプラインの失…
|
F 30 5⁄5 | ||||||||
| 15970 |
A Model Context Protocol server that provides tools for code modification and g…
|
F 30 5⁄5 | ||||||||
| 15971 |
Enables natural language interface for single-cell RNA-Seq analysis using Liana…
|
F 30 5⁄5 | ||||||||
| 15972 |
Provides a standardized interface to interact with LangGraph agents through Cha…
|
F 25 5⁄5 | ||||||||
| 15973 |
Enables access to Network School Luma calendar events through Claude Desktop. A…
|
F 25 5⁄5 | ||||||||
| 15974 |
Enables AI applications to integrate with YouTube-Summarizer's APIs through the…
|
F 25 5⁄4 | ||||||||
| 15975 |
Automate the backup of your Cloudflare projects to a GitHub repository. Ensure …
|
F 25 5⁄4 | ||||||||
| 15976 |
A Model Context Protocol server that enables Claude to interact with Telegram c…
|
F 25 5⁄5 | ||||||||
| 15977 |
A Python server that enables interaction with macOS native applications (Contac…
|
F 25 5⁄4 | ||||||||
| 15978 |
Fork of @cyanheads toolkit MCP server. Added encoding functions, removed system…
|
F 25 5⁄5 | ||||||||
| 15979 |
A Model Context Protocol server that enables Claude and other MCP-compatible AI…
|
F 25 5⁄5 | ||||||||
| 15980 |
MCP server for Galaxy bioinformatics platform - connect, execute tools, and man…
|
F 25 5⁄4 | ||||||||
| 15981 |
Provides comprehensive building and office address information queries for ente…
|
F 25 6⁄6 | ||||||||
| 15982 |
Provides IMAP and SMTP capabilities, enabling developers to manage email servic…
|
F 25 5⁄4 | ||||||||
| 15983 |
Jira CLI & MCP Server — dual-mode Go binary for Jira Cloud with 9 tools, 4 prom…
|
F 25 5⁄5 | ||||||||
| 15984 |
Command line interface with secure execution and customizable security policies
|
F 25 5⁄4 | ||||||||
| 15985 |
A specialized MCP server for SAPUI5 and Fiori development that enables code gen…
|
F 25 5⁄4 | ||||||||
| 15986 |
An MCP server that enables interaction with the Invertir Online (IOL) trading A…
|
F 25 5⁄4 | ||||||||
| 15987 |
A FastMCP-based server providing tools for weather queries, random number gener…
|
F 25 5⁄5 | ||||||||
| 15988 |
A FastMCP-based server that enables interaction with MySQL databases, supportin…
|
F 25 5⁄5 | ||||||||
| 15989 |
A Model Context Protocol server that provides tools for interacting with Gmail …
|
F 25 5⁄5 | ||||||||
| 15990 |
A cross-platform MCP server that provides weather forecasts by coordinates, loc…
|
F 25 5⁄4 | ||||||||
| 15991 |
Enables users to create and manage activities in the meupontoonline system thro…
|
F 25 5⁄5 | ||||||||
| 15992 |
MCP Server for automated conversational phone calls using Asterisk with Speech-…
|
F 25 5⁄5 | ||||||||
| 15993 |
Chrome breakpoint debugging MCP server for inspecting runtime values and steppi…
|
F 25 5⁄4 | ||||||||
| 15994 |
An MCP server that allows users to dynamically add custom tools/functions at ru…
|
F 25 6⁄4 | ||||||||
| 15995 |
Nautobot Model Context Protocol (MCP) Server - Contains STDIO and HTTP Deployme…
|
F 25 6⁄4 | ||||||||
| 15996 |
League of Legends AI coaching: player profiles, match history, ranked stats & p…
|
F 25 6⁄6 | ||||||||
| 15997 |
An AI-optimized Model Context Protocol server for querying Malaysian consumer g…
|
F 25 5⁄5 | ||||||||
| 15998 |
Indexes GraphQL schemas using embeddings to enable semantic search of types and…
|
F 25 5⁄5 | ||||||||
| 15999 |
MCP server for OpenTable - let AI agents book restaurant reservations and manag…
|
F 25 5⁄4 | ||||||||
| 16000 |
List datasets, schemas, run APL queries, and use prompts for exploration, anoma…
|
F 25 6⁄6 | ||||||||