MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 2 hours, 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 43201 |
MkDocs MCP Server
Claim
A generic, configurable MCP server that makes any MkDocs documentation site sea…
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| 43202 |
J-Quants Free MCP Server
Claim
Enables access to Japanese stock market data via the free J-Quants API, providi…
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| 43203 |
PipeDrive MCP Server
Claim
A comprehensive MCP server for the Pipedrive CRM API, enabling AI assistants to…
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| 43204 |
breeze-mcp
Claim
Residential proxy mcp for AI agents — fetch, search, and access geo-restricted …
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| 43205 |
flighty-mcp
Claim
A read-only MCP server that exposes personal Flighty app flight data as geo-rea…
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| 43206 |
TokenGuard
Claim
Secure and manage API credentials through a protected vault—and save 80% on AP…
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| 43207 |
Track AI agent fleet performance, costs, anomalies, and trends.
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| 43208 |
Clarify MCP Server
Claim
Enables AI agents to ask clarification questions and receive structured user in…
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| 43209 |
Sunex Optics
Claim
*A public MCP server that exposes Sunex Inc's lens and imager catalog to AI a…
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| 43210 |
Obsidian MCP Server
Claim
Provides tools to read, write, search, and manage notes in an Obsidian vault vi…
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| 43211 |
Competitor Hunter
Claim
AI-powered competitor analysis agent that scrapes product pages and extracts st…
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| 43212 |
COBOL Bridge MCP Server
Claim
Connects legacy COBOL mainframe systems to modern AI governance via MCP, with t…
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| 43213 |
PayQL
Claim
PayQL is an MCP server that lets any AI agent query The Graph and pay per query…
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| 43214 |
Enables AI image and video generation using Google Vertex AI's Imagen and Veo m…
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| 43215 |
Roblox Studio MCP
Claim
Connects AI assistants to Roblox Studio, enabling them to interact with instanc…
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| 43216 |
agent-computer-use-mcp
Claim
Local MCP server for Gateway-managed computer use that exposes computer.* tools…
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| 43217 |
Pipecat MCP Server
Claim
Enables AI assistants to have voice conversations and screen sharing capabiliti…
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| 43218 |
tmdb-media
Claim
Provides tools for AI clients to scan, match, and scrape TMDB metadata for loca…
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| 43219 |
DeepPane Focus Space
Claim
Create focus spaces and read user-authorized focus history summaries.
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| 43220 |
godson_1
Claim
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| 43221 |
tutorial
Claim
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| 43222 |
MCP Think Tool
Claim
Provides a no-op 'think' tool that enables Claude to decompose complex problems…
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| 43223 |
Enables AI assistants to analyze Screaming Frog SEO Spider crawl data through t…
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| 43224 |
mcp-jazzcash
Claim
Enables AI agents to create hosted checkouts, charge mobile wallets, query tran…
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| 43225 |
Latitude MCP Server
Claim
Enables AI-native prompt management for Latitude.so with full CRUD operations, …
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| 43226 |
mcp-search-server
Claim
MCP-compliant server providing web search via Yandex Search API and URL fetchin…
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| 43227 |
cursor-mcp
Claim
A FastMCP server for Cursor platform APIs enabling spend guardrails, cloud agen…
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| 43228 |
Echoes MCP Server
Claim
Enables AI integration with the Echoes storytelling platform, providing narrati…
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| 43229 |
Residential proxy MCP server for AI agents — geo-targeting, sticky sessions, an…
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| 43230 |
RenderProof
Claim
A local-first MCP server that captures rendered web evidence including screensh…
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| 43231 |
CodeAtlas AI MCP Server
Claim
Transforms codebases into a living knowledge graph with AI-powered code analysi…
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| 43232 |
jira-mcp
Claim
MCP server for Jira Server/Data Center, enabling issue management, comments, at…
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| 43233 |
A dedicated server for Oracle Cloud Infrastructure (OCI) Core Services that ena…
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| 43234 |
corpusiq
Claim
Cross-source attribution across 37+ business tools. True ROAS in 14 seconds. No…
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| 43235 |
Grants.gov MCP Server
Claim
Model Context Protocol (MCP) server that provides access to the Grants.gov API …
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| 43236 |
veil-mcp
Claim
A Python framework for building MCP servers with tools and LLM adapters. Enable…
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| 43237 |
fitness-mcp-server
Claim
Provides MCP servers for Claude to access fitness data from Strava and interval…
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| 43238 |
Enables image generation using Google's Gemini 2 API with customizable paramete…
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| 43239 |
garmin-mcp
Claim
Enables Claude to access and query your Garmin Connect data, including sleep, a…
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| 43240 |
agentic-researcher
Claim
Enables LLMs to autonomously research the web, store knowledge in a local vecto…
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| 43241 |
coderadius
Claim
Enables AI agents to query architecture context, data contracts, and blast radi…
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| 43242 |
dynamic-tool-mcp
Claim
A FastMCP server that dynamically loads tools from Python/YAML file pairs, acti…
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| 43243 |
claude-ssh-server
Claim
Enables direct SSH connections with IP, username, and password without any conf…
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| 43244 |
ElevenLabs MCP Server
Claim
Enables text-to-speech conversion using ElevenLabs API with voice management, s…
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| 43245 |
content-distribution
Claim
Publish content to DEV.to, Hashnode, GitHub Discussions, Reddit, Bluesky, Linke…
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| 43246 |
sai-roadmap-mcp
Claim
An MCP server that exposes certifications, projects, and an AI engineering lear…
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| 43247 |
SimpleShop MCP
Claim
A read-only MCP server for SimpleShop accounting data, enabling AI agents to fi…
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| 43248 |
GitLab MCP
Claim
Enables GitLab repository management, including branches, merge requests, issue…
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| 43249 |
sdadasads
Claim
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| 43250 |
Weather MCP
Claim
A MCP server for querying real-time weather information for any city worldwide …
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