MCP Server Quality Scores
Independent quality analysis of 60196 public MCP servers
Last updated 1 hour, 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22901 |
MkDocs MCP Plugin
Claim
Enables AI agents to interact with MkDocs documentation through intelligent sea…
|
C 62 4⁄3 | ||||||||
| 22902 |
MCP server for parsing, querying, and analyzing Primavera P6 XER files with 13 …
|
C 62 3⁄3 | ||||||||
| 22903 |
An MCP server for PDF form filling, basic editing, and OCR text extraction. It …
|
C 62 4⁄3 | ||||||||
| 22904 |
Multi-agent Claude Code you can actually control. Spawn specialist teams in tmu…
|
C 62 4⁄3 | ||||||||
| 22905 |
An MCP server that provides 17 FFmpeg-based tools for video and audio processin…
|
C 62 3⁄3 | ||||||||
| 22906 |
MCP server for Boxberry delivery API — city/point search, delivery calculation,…
|
C 62 3⁄3 | ||||||||
| 22907 |
A comprehensive server that enables AI agents to interact with multiple EVM-com…
|
C 62 4⁄4 | ||||||||
| 22908 |
bridge4simulator
Claim
An MCP (Model Context Protocol) server that enables AI assistants to control iO…
|
C 62 3⁄3 | ||||||||
| 22909 |
Manage SpherePay customers, bank accounts, wallets, and transfers from Claude.
|
C 62 4⁄3 | ||||||||
| 22910 |
Shared workspace your AI agents write to. CMMN case management with 184+ MCP to…
|
C 62 3⁄3 | ||||||||
| 22911 |
Enables local-first semantic search and retrieval of Korean Bible verses using …
|
C 62 3⁄3 | ||||||||
| 22912 |
|
C 62 3⁄3 | ||||||||
| 22913 |
A Python package that enables integration with Autodesk Revit through the Model…
|
C 62 4⁄3 | ||||||||
| 22914 |
ai-code-interface.el
Claim
Unified Emacs interface supporting OpenAI Codex, GitHub Copilot CLI, Claude Cod…
|
C 62 3⁄3 | ||||||||
| 22915 |
A lightweight framework for building and orchestrating AI agents through the Mo…
|
C 62 4⁄4 | ||||||||
| 22916 |
code2prompt
Claim
A code ingestion tool that transforms your code into AI-optimized prompts insta…
|
C 62 4⁄3 | ||||||||
| 22917 |
Toolkit for Coding Agents to work reliably with repo of any size.
|
C 62 4⁄4 | ||||||||
| 22918 |
Official MCP server for Qase — manage test cases, runs, suites, defects via AI …
|
C 62 4⁄3 | ||||||||
| 22919 |
A Model Context Protocol server that wraps the OneSignal REST API, enabling man…
|
C 62 4⁄4 | ||||||||
| 22920 |
MCP server for JivoSite API — chats, agents, visitors. 3 tools.
|
C 62 3⁄3 | ||||||||
| 22921 |
A powerful MCP server for interacting with Trello boards, lists, and cards via …
|
C 62 4⁄4 | ||||||||
| 22922 |
Chainlink MCP Server
Claim
Enables interaction with Chainlink's decentralized oracle network, providing ac…
|
C 62 4⁄4 | ||||||||
| 22923 |
5ire
Claim
5ire is a cross-platform desktop AI assistant, MCP client. It compatible with m…
|
C 62 4⁄3 | ||||||||
| 22924 |
Enables interaction with ElevenLabs Text-to-Speech and audio processing APIs. S…
|
C 62 4⁄4 | ||||||||
| 22925 |
A stateful debugging and binary research system for LLM agents, integrating GDB…
|
C 62 4⁄3 | ||||||||
| 22926 |
A Model Context Protocol server for embedded debugging with probe-rs - supports…
|
C 62 4⁄3 | ||||||||
| 22927 |
Comprehensive integration with Google Workspace services (Gmail, Calendar, Shee…
|
C 62 4⁄4 | ||||||||
| 22928 |
Enables AI agents to create, enhance, and manage SAP Mobile Development Kit pro…
|
C 62 4⁄3 | ||||||||
| 22929 |
Enables comprehensive email marketing automation through the Cakemail API, incl…
|
C 62 4⁄4 | ||||||||
| 22930 |
Provides tools to analyze test failures, cluster similar failures, and detect f…
|
C 62 3⁄3 | ||||||||
| 22931 |
A Model Context Protocol server that enables AI assistants to make HTTP request…
|
C 62 4⁄4 | ||||||||
| 22932 |
XMCP Application
Claim
A server that leverages the XMCP framework to discover and execute tools from t…
|
C 62 4⁄3 | ||||||||
| 22933 |
MCP Server for notify to Weixin, Telegram, Bark, Lark, Feishu, DingTalk
|
C 62 4⁄3 | ||||||||
| 22934 |
A Model Context Protocol server that allows AI assistants to interact with Pref…
|
C 62 4⁄4 | ||||||||
| 22935 |
RillCoin
Claim
AI agent wallets, Proof of Conduct reputation, and concentration decay on L1
|
C 62 4⁄3 | ||||||||
| 22936 |
X (Twitter) MCP server
Claim
X (Twitter) MCP server
|
C 62 4⁄4 | ||||||||
| 22937 |
A curated list of awesome MCP servers focused on DevOps tools and capabilities.
|
C 62 3⁄3 | ||||||||
| 22938 |
MCP server to interact with the data feeds provided by the Nasdaq Data Link. De…
|
C 62 4⁄4 | ||||||||
| 22939 |
mcgravity
Claim
A proxy tool for composing multiple MCP servers into one unified endpoint. Scal…
|
C 62 4⁄3 | ||||||||
| 22940 |
This MCP server provides tools for interacting with Shake Shack restaurant data…
|
C 62 4⁄4 | ||||||||
| 22941 |
LLM-assisted biomedical literature screening and extraction for PubMed, GEO, an…
|
C 62 3⁄3 | ||||||||
| 22942 |
speech.sh
Claim
Let the agent speak things out loud, notify you when he's done working with a q…
|
C 62 3⁄3 | ||||||||
| 22943 |
Exposes Futu API client capabilities as an MCP (Model Context Protocol) tool, a…
|
C 62 4⁄4 | ||||||||
| 22944 |
Enables LLMs to retrieve and analyze sleep, recovery, and physiological cycle d…
|
C 62 4⁄4 | ||||||||
| 22945 |
MCP server for Komodo - manage Docker containers, servers, stacks, and deployme…
|
C 62 4⁄3 | ||||||||
| 22946 |
glider
Claim
Roslyn-powered C# code analysis server for LLMs. Supports stdio and HTTP transp…
|
C 62 4⁄3 | ||||||||
| 22947 |
MCP server for DACH accounting automation. Connect AI assistants to sevDesk and…
|
C 62 3⁄3 | ||||||||
| 22948 |
An MCP server that enables users to manage, search, and apply specialized AI pe…
|
C 62 4⁄3 | ||||||||
| 22949 |
Enables AI assistants to perform petroleum engineering calculations including P…
|
C 62 4⁄4 | ||||||||
| 22950 |
Enables querying and exploring Cribl Stream and Edge deployments, providing acc…
|
C 62 4⁄4 | ||||||||