MCP Server Quality Scores
Independent quality analysis of 69236 public MCP servers
Last updated 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 23051 |
A comprehensive server that enables AI agents to interact with multiple EVM-com…
|
C 62 4⁄4 | ||||||||
| 23052 |
ThinkDrop Vision Service
Claim
Provides screen capture, OCR text extraction, and visual language model scene u…
|
C 62 4⁄3 | ||||||||
| 23053 |
agent-friend
Claim
General purpose toolbox for AI applications
|
C 62 4⁄4 | ||||||||
| 23054 |
MkDocs MCP Plugin
Claim
Enables AI agents to interact with MkDocs documentation through intelligent sea…
|
C 62 4⁄3 | ||||||||
| 23055 |
Stop vibecoding blind. Code graph so your AI stops breaking things across your …
|
C 62 4⁄3 | ||||||||
| 23056 |
dottedsign-mcp
Claim
A DottedSign MCP server that enables AI assistants (Claude, ChatGPT) to manage …
|
C 62 3⁄3 | ||||||||
| 23057 |
MCP server for controlling Mullvad VPN through Claude Desktop, Cursor, Windsurf…
|
C 62 3⁄3 | ||||||||
| 23058 |
Provides AI assistants with direct access to Wireshark network analysis capabil…
|
C 62 4⁄3 | ||||||||
| 23059 |
MCP server for Salesforce — 47 tools for leads, campaigns, pipeline, attributio…
|
C 62 3⁄3 | ||||||||
| 23060 |
RedTeam-Agent
Claim
RedTeam-Agent: AI-Powered Autonomous Red Team Framework via Model Context Prot…
|
C 62 3⁄3 | ||||||||
| 23061 |
Anthropic’s Model Context Protocol implementation for Oat++
|
C 62 3⁄3 | ||||||||
| 23062 |
This MCP server provides tools for interacting with Shake Shack restaurant data…
|
C 62 4⁄4 | ||||||||
| 23063 |
ai-code-interface.el
Claim
Unified Emacs interface supporting OpenAI Codex, GitHub Copilot CLI, Claude Cod…
|
C 62 3⁄3 | ||||||||
| 23064 |
MCP Server for notify to Weixin, Telegram, Bark, Lark, Feishu, DingTalk
|
C 62 4⁄3 | ||||||||
| 23065 |
nereid
Claim
Create and explore Mermaid diagrams in collaboration with AI agents (TUI + MCP …
|
C 62 4⁄3 | ||||||||
| 23066 |
MCP server to interact with the data feeds provided by the Nasdaq Data Link. De…
|
C 62 4⁄4 | ||||||||
| 23067 |
TalkiTo lets developers interact with AI systems through speech across multiple…
|
C 62 4⁄3 | ||||||||
| 23068 |
awesome-mcp-devtools
Claim
A curated list of developer tools, SDKs, libraries, and testing utilities for M…
|
C 62 3⁄3 | ||||||||
| 23069 |
MCP server that enables security professionals to interact with Panther's SIEM …
|
C 62 4⁄4 | ||||||||
| 23070 |
Enables querying and analyzing blockchain data from Dune Analytics with Polars-…
|
C 61 4⁄4 | ||||||||
| 23071 |
A Model Context Protocol implementation with a modular architecture that expose…
|
C 61 4⁄4 | ||||||||
| 23072 |
MCP server for Tochka Bank API — payments, invoices, acquiring, subscriptions
|
C 61 3⁄3 | ||||||||
| 23073 |
Enables exploration and analysis of NetCDF scientific data files through intuit…
|
C 61 4⁄3 | ||||||||
| 23074 |
TIA-Portal MCP-Server
Claim
Enables interaction with Siemens TIA Portal projects directly from VS Code or C…
|
C 61 4⁄3 | ||||||||
| 23075 |
MCP server for Hotkeyless AHK HTTP API. It lets your agent control your whole c…
|
C 61 3⁄3 | ||||||||
| 23076 |
awesome-mcp-servers
Claim
A collection of MCP servers.
|
C 61 3⁄3 | ||||||||
| 23077 |
A universal bridge that turns legacy backend services and modern APIs into AI-a…
|
C 61 4⁄4 | ||||||||
| 23078 |
|
C 61 4⁄3 | ||||||||
| 23079 |
Generates DeepWiki-style documentation for private code repositories with RAG-b…
|
C 61 4⁄3 | ||||||||
| 23080 |
MCP server for YandexGPT — completions, embeddings, classification, summarizati…
|
C 61 3⁄3 | ||||||||
| 23081 |
Connects the Payoza crypto payments API to AI assistants, enabling users to man…
|
C 61 4⁄4 | ||||||||
| 23082 |
A server that dynamically exposes FileMaker scripts as tools, providing a Gradi…
|
C 61 4⁄4 | ||||||||
| 23083 |
Enables comprehensive management of WordPress sites and WooCommerce stores thro…
|
C 61 4⁄4 | ||||||||
| 23084 |
Generate academic citations from DOI, arXiv, titles, or URLs in BibTeX, APA, ML…
|
C 61 4⁄3 | ||||||||
| 23085 |
Converts eFax documents (PDF, TIFF, CCD XML) from OpenText Fax Server Software …
|
C 61 4⁄3 | ||||||||
| 23086 |
Open Targets MCP server for targets, diseases, drugs, variants, and evidence
|
C 61 4⁄3 | ||||||||
| 23087 |
Enables interaction with GitHub repositories through the GitHub API using fastM…
|
C 61 4⁄4 | ||||||||
| 23088 |
A Model Context Protocol (MCP) server built with the mcp-framework for developi…
|
C 61 4⁄3 | ||||||||
| 23089 |
Hyperliquid MCP Server
Claim
Enables Claude Desktop to interact with Hyperliquid DEX for trading perpetual f…
|
C 61 4⁄4 | ||||||||
| 23090 |
A FastAPI-based microservice that analyzes job URLs and extracts detailed compa…
|
C 61 4⁄4 | ||||||||
| 23091 |
|
C 61 3⁄3 | ||||||||
| 23092 |
stale-gate-janitor
Claim
Daily 04:00 CT housekeeping over data/approval-gates/
|
C 61 3⁄3 | ||||||||
| 23093 |
groundhog
Claim
Groundhog's primary purpose is to teach people how Cursor and all these other c…
|
C 61 4⁄3 | ||||||||
| 23094 |
Enables AI assistants to access Google's Threat Intelligence suite for file ana…
|
C 61 4⁄4 | ||||||||
| 23095 |
Integrates ThePornDB API into MCP-compatible applications to search for adult v…
|
C 61 4⁄4 | ||||||||
| 23096 |
mcp_on_ruby
Claim
💎 A Ruby implementation of the Model Context Protocol
|
C 61 4⁄3 | ||||||||
| 23097 |
MCP server for MTS Exolve — SMS, calls, recordings, Viber messaging (Russia)
|
C 61 3⁄3 | ||||||||
| 23098 |
ast-grep MCP Server
Claim
Enables AI assistants to search and analyze codebases using Abstract Syntax Tre…
|
C 61 4⁄3 | ||||||||
| 23099 |
An MCP server that transforms markdown notes into an AI-powered knowledge graph…
|
C 61 3⁄3 | ||||||||
| 23100 |
THU Agent by CyberCraze
Claim
An interactive coding agent and MCP server that provides access to various AI m…
|
C 61 3⁄3 | ||||||||