MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 3 hours, 44 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 43051 |
small-mcp
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A minimal FastMCP server in Python demonstrating all four MCP primitives with t…
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| 43052 |
trip-search-mcp
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Enables Claude to plan trips by performing live searches against Google Flights…
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| 43053 |
ai-provider-status
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Cloudflare Workers MCP server: ai-provider-status
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| 43054 |
kaiten-mcp
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MCP server for Kaiten project management, providing 63 tools for managing cards…
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| 43055 |
Scout MCP Server
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Provides coding agents with live web capabilities including web search, scrapin…
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| 43056 |
Fixidu
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Browse Fixidu live home-services catalog in India - categories, real prices, im…
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| 43057 |
witness
Claim
Second brain for Claude Code & OpenCode: distills how your patterns and knowled…
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| 43058 |
copilot
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| 43059 |
Salesforce MCP Server
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Enables interaction with Salesforce through REST, Bulk API, and SOQL for compre…
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| 43060 |
OpenAI MCP Server
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Provides comprehensive access to OpenAI's API capabilities including chat compl…
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| 43061 |
MCP NEAR Wallet Server
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Enables Claude Desktop and MCP clients to interact with NEAR blockchain account…
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| 43062 |
MCP Subagents
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Enables hierarchical task planning and execution through recursive code and ana…
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| 43063 |
mission-control
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Read and write Mission Control state via MCP — projects, tasks, subtasks, templ…
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| 43064 |
mcp-arcgis-montana
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Enables searching and querying Montana State GIS open geospatial datasets (parc…
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| 43065 |
thoughtgraph-mcp
Claim
Enables AI agents to persist and retrieve structured thinking graphs using SQLi…
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| 43066 |
iwork-mcp
Claim
An MCP server that provides 113 tools for automating Apple iWork apps (Numbers,…
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| 43067 |
my_pm_tools
Claim
Enables natural language management of GitHub Projects V2, including issue crea…
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| 43068 |
Enables AI assistants to access and manage HeadHunter job platform data, includ…
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| 43069 |
INEI MCP Server
Claim
Connects MCP-compatible AI agents to Peru's official statistics platform (INEI …
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| 43070 |
Agentovka
Claim
MCP server for accessing Czech datové schránky (ISDS) with legal semantics. Ena…
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| 43071 |
Browser tasks, sessions, and recipes for MCP and HTTP automation.
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| 43072 |
Enables Claude AI to perform forex trading operations and market data analysis …
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| 43073 |
Clado
Claim
Find and qualify prospects from LinkedIn using powerful search and filters. Enr…
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| 43074 |
FreeTaxUSA MCP Server
Claim
Enables AI agents to file taxes through FreeTaxUSA by automating a browser, all…
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| 43075 |
claude-sync
Claim
Cross-machine context sharing MCP server for Claude Code, enabling shared memor…
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| 43076 |
MCP Maven Server
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Wraps Maven and Spring Boot operations for Claude Code, providing structured JS…
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| 43077 |
openscad-mcp
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Exposes OpenSCAD CLI as MCP tools for validating, rendering, and exporting para…
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| 43078 |
Hunchful
Claim
A person's falsifiable, consent-based model of how they work best with AI (CMP)…
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| 43079 |
modelwatch
Claim
Continuous behavioral drift monitoring for LLM apps — catches silent provider m…
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| 43080 |
clangd-mcp
Claim
Bridges AI assistants to clangd for C/C++ code intelligence, providing tools fo…
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| 43081 |
vyuha
Claim
Vyuha is an MCP server that enables coding agents to collaborate on a repositor…
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| 43082 |
Table Charts
Claim
TableCharts MCP Server gives any LLM assistant the ability to instantly convert…
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| 43083 |
autodemo
Claim
MCP server that turns any running web app into demo videos, interactive walkthr…
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| 43084 |
ocm-mcp
Claim
Enables management of Red Hat OpenShift clusters through the OpenShift Cluster …
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| 43085 |
MCP Security Server
Claim
Enables file operations, npm package management, and configuration checking thr…
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| 43086 |
TuskPoint Checkpoints
Claim
MCP server for managing verifiable LangGraph agent state on Walrus, enabling ex…
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| 43087 |
Enables exploration and search of local filesystems using glob pattern matching…
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| 43088 |
Investor Data Server
Claim
Provide seamless access to investor data through a dedicated MCP server. Enable…
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| 43089 |
Tripwire
Claim
MCP for Roblox Studio and Open Cloud: drive Studio, run headless tests, and rev…
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| 43090 |
Ruishu MCP
Claim
An MCP server that bridges LLMs with dynamic real-world data by leveraging Chro…
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| 43091 |
Alumnx MCP Server
Claim
Provides agricultural intelligence tools for pest/disease lookup, government sc…
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| 43092 |
Vaultak
Claim
Runtime security for AI agents. Score your agent's risk level across 5 dimensio…
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| 43093 |
HSH Data-on-Demand
Claim
Made-to-order data for AI agents via x402 micropayments on Base. Describe a nee…
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| 43094 |
mcp-data-montgomery
Claim
MCP server providing access to Montgomery County, MD open data through the Socr…
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| 43095 |
Knowledge Base Tools
Claim
Provides AI agents with tools to navigate, search, and manage a hierarchical kn…
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| 43096 |
mcp-server
Claim
ThinkNEO Control Plane — Enterprise AI governance MCP server with runtime guard…
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| 43097 |
spotifyscraper
Claim
Public Spotify metadata, lyrics and podcasts for LLM agents. No API key, read-o…
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| 43098 |
education-mcp
Claim
Generates educational content like quizzes, lesson plans, flashcards, and gradi…
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| 43099 |
japan-utils-mcp
Claim
Japan-specific utilities for AI agents: era ↔ Western year conversion (令和8年 ↔ 2…
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| 43100 |
media-mcp
Claim
MCP Server for video enhancement and image segmentation (SAM3)
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