MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 2 hours, 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38251 |
Local File Organizer
Claim
A file organization MCP server that safely categorizes and manages files in all…
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| 38252 |
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
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| 38253 |
approval-mcpapp
Claim
An MCP server that implements a multi-stage employee access request and approva…
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| 38254 |
Search live food safety data from FDA, FSIS, CDC, and city health departments (…
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| 38255 |
Agile MCP Server
Claim
Turn your LLM into an agile project management assistant for user story creatio…
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| 38256 |
An MCP server exposing 53 tools covering the Hyblock Capital API for orderflow,…
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| 38257 |
soundgrep
Claim
Enables semantic search of local audio samples by describing sounds, MIDI gener…
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| 38258 |
An MCP server for converting images to WebP or AVIF formats using the sharp lib…
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| 38259 |
PolyRank MCP
Claim
Provides AI agents with direct access to Polyrank's skill analytics for Polymar…
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| 38260 |
koko-call-mcp
Claim
Read-only MCP server for searching Japanese government procurement bid notices …
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| 38261 |
Connects AI assistants and agentic frameworks to the Graphor API, enabling grap…
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| 38262 |
mcp-discord-bridge
Claim
Discord MCP server with 46 tools for channels, messages, forums, webhooks, memb…
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| 38263 |
SWAPI MCP Server
Claim
Enables LLMs and clients to search for Star Wars characters, planets, and films…
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| 38264 |
notion-mcp-server
Claim
Enables natural language interaction with Notion workspace, including search, p…
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| 38265 |
Enables AI agents to investigate Splunk exports or live queries using determini…
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| 38266 |
Vista API MCP Server
Claim
Provides secure access to VA's VistA electronic health record system, enabling …
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| 38267 |
fal-mcp
Claim
Image generation for Claude using every model on fal.ai, inline in conversation…
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| 38268 |
MCP Apps Todo
Claim
A Todo app leveraging MCP Apps to provide interactive UI within conversations, …
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| 38269 |
memopaper-mcp
Claim
MCP server for memopaper.dev that gives AI agents direct access to a memo buffe…
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| 38270 |
Replit MCP Server
Claim
A production-ready MCP server for coding workflows on Replit, enabling file man…
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| 38271 |
OneDrive MCP Server
Claim
Connects Claude with OneDrive via Microsoft Graph API to list, search, create, …
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| 38272 |
Gridscoot
Claim
AU price comparison via MCP — search, compare, track. 6 tools; anonymous demo (…
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| 38273 |
docx-mcp-server
Claim
A local MCP server for reading and editing Word (.docx) documents with 33 tools…
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| 38274 |
metabase-mcp-server
Claim
Enables interaction with Metabase through its API, allowing users to list cards…
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| 38275 |
Scrutica
Claim
AI compute infrastructure intelligence: facilities, supply chains, sovereign AI…
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| 38276 |
Lead Gen MCP Server
Claim
A free MCP server that runs a full B2B outbound pipeline inside a Claude conver…
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| 38277 |
mcp-server-template
Claim
A production-ready FastMCP server template supporting local development with st…
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| 38278 |
fastcontext_explore
Claim
An MCP server that wraps Microsoft's FastContext as a read-only repository expl…
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| 38279 |
antigravity-review-mcp
Claim
AI-powered code review using Zhipu GLM. It gathers git diffs and source context…
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| 38280 |
hsk-mcp
Claim
A remote Model Context Protocol (MCP) server that gives AI assistants structure…
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| 38281 |
Myrcael
Claim
A TypeScript framework for building MCP servers with features for client sessio…
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| 38282 |
Bricolage
Claim
An agentic system that turns free-tier cloud resources into working outcomes. I…
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| 38283 |
quick-search
Claim
A FastMCP server for bounded, keyword-driven repository context search, enablin…
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| 38284 |
grafema
Claim
Semantic code graph MCP server for AI coding agents. Indexes your codebase into…
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| 38285 |
Volta Notes
Claim
Burn-after-read encrypted notes on the Internet Computer. Share passwords, keys…
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| 38286 |
mcp-eu-parliament
Claim
Provides access to European Parliament open data, enabling queries about MEPs, …
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| 38287 |
mattermost-mcp
Claim
Enables AI agents to interact with Mattermost workspaces for messaging, channel…
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| 38288 |
construct-factory
Claim
A factory for generating Construct 3 games programmatically, exposed as an MCP …
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| 38289 |
agentic-mcp-server
Claim
Real-time observability dashboard for monitoring AI agents in multi-agent devel…
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| 38290 |
MCPFinanceiro
Claim
A server for managing financial accounting entries that provides utilities for …
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| 38291 |
xhs-image-mcp
Claim
Converts text or markdown into Xiaohongshu (Little Red Book) style image cards …
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| 38292 |
Industrial MCP
Claim
An open-source MCP server that bridges AI models with industrial equipment, sup…
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| 38293 |
Provides specialized search capabilities across e-commerce platforms, scientifi…
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| 38294 |
cpp-cpm-engine
Claim
Forensic scheduling MCP for Primavera P6 (XER): AACE windows, DCMA-14, Monte Ca…
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| 38295 |
IBKR MCP Server
Claim
An MCP server for Interactive Brokers, enabling account management, trading ope…
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| 38296 |
STT2TTS MCP
Claim
Local-first speech-to-text and text-to-speech MCP server. Hot-swappable engines…
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| 38297 |
edamcp
Claim
An MCP server for Exploratory Data Analysis that automatically profiles dataset…
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| 38298 |
GitHub MCP Server
Claim
An MCP server that provides tools for interacting with the GitHub API, enabling…
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| 38299 |
Retrieves YouTube Channel statistics, metadata, and uploaded videos using the Y…
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| 38300 |
screenmcp-claude-plugin
Claim
Enables Claude to control the local desktop via screenshot, mouse, keyboard, an…
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