MCP Server Quality Scores
Independent quality analysis of 61340 public MCP servers
Last updated 4 hours, 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 30751 |
concord-mcp
Claim
Enables MCP clients to look up Bible verses, perform semantic search, and acces…
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| 30752 |
Telegram MCP Server
Claim
Enables Claude to interact with your Telegram account, including reading messag…
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| 30753 |
core-agent-mcp
Claim
Remote execution layer for agentic systems exposing 64 production tools via MCP…
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| 30754 |
Weather-Open-Meteo-MCP
Claim
Provides hourly and daily weather forecasts using the free Open-Meteo API witho…
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| 30755 |
recipe-tools
Claim
Enables extraction of recipes from PDFs or JPG files and conversion into struct…
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| 30756 |
icloud-mcp
Claim
Enables calendar management with iCloud through CalDAV, allowing users to list,…
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| 30757 |
solace-admin-read-mcp
Claim
Read-only MCP server for Solace PubSub+ brokers and Event Portal. Enables Claud…
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| 30758 |
molmcp
Claim
A graph-based codebase capability discovery engine for LLM agents, exposing ind…
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| 30759 |
Waze MCP Server
Claim
Provides Waze routing and travel-time tools to MCP clients, enabling travel tim…
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| 30760 |
smart-financial-mcp
Claim
Provides AI assistants with real-time and historical Chinese stock, ETF, index,…
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| 30761 |
mcp-ado-browser
Claim
Provides read-only access to Azure DevOps using your browser session, no PAT re…
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| 30762 |
A remote MCP server deployed on Cloudflare Workers without authentication, enab…
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| 30763 |
Amplitude MCP Server
Claim
Enables AI assistants to query and segment event data from Amplitude Analytics …
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| 30764 |
Veris
Claim
Behavioral verification intelligence for autonomous coding agents. Builds a beh…
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| 30765 |
thatsme MCP Issuer
Claim
Enables teams to automate certificate issuance and query engagement data from t…
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| 30766 |
A comprehensive MCP server for Google Sheets integration with Claude, enabling …
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| 30767 |
featurepulse-mcp
Claim
A Model Context Protocol server for FeaturePulse feedback management, enabling …
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| 30768 |
mcp-quiz-generator
Claim
Generates quizzes from Markdown content and outputs interactive HTML and Word d…
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| 30769 |
WHMCS MCP Server
Claim
Enables AI agents to administrate WHMCS installations through the External API,…
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| 30770 |
sourcify-context-server
Claim
A simple notes MCP server that enables creating, listing, and summarizing text …
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| 30771 |
GSC Analyst Connector
Claim
Enables querying Google Search Console data via natural language, providing too…
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| 30772 |
Enables AI assistants to diagnose, troubleshoot, and manage PC settings on Wind…
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| 30773 |
24klabs-mcp
Claim
AI code analysis tools that plug into Claude Code, Cursor, VS Code, and any MCP…
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| 30774 |
mfa-servicenow-mcp
Claim
An MCP server for ServiceNow that supports multi-factor authentication via real…
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| 30775 |
Claud-Ear
Claim
An MCP server that gives AI agents the ability to listen to and understand musi…
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| 30776 |
Python-based MCP server that provides real-time and historical cryptocurrency d…
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| 30777 |
Jira Admin MCP Server
Claim
Enables an AI assistant to administer a Jira Cloud site with 78 purpose-built t…
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| 30778 |
humanagent-mcp
Claim
让AI agent雇佣人类完成物理世界的任务,如参加会议、跑腿等。
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| 30779 |
Connects the OpenFEC API to AI assistants for investigating US federal campaign…
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| 30780 |
Banana
Claim
A simple MCP server that provides tools for adding numbers, creating text files…
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| 30781 |
mcp-notify
Claim
A minimal MCP server for sending Slack messages, supporting both bot and user t…
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| 30782 |
KiCad MCP Server
Claim
An MCP server that enables AI assistants to analyze schematics, inspect PCBs, t…
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| 30783 |
SpatialLens
Claim
Parses USD/USDZ/USDA files into structured JSON for AI agents, enabling scene g…
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| 30784 |
repo-memory-mcp
Claim
MCP server for sharing source-backed engineering memory across AI coding client…
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| 30785 |
GitHub MCP Server
Claim
A Model Context Protocol (MCP) server that connects Claude AI directly to the G…
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| 30786 |
mcp-gitlab-workflow
Claim
An MCP server for issue-driven GitLab development, automating requirement analy…
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| 30787 |
debug-test-mcp
Claim
MCP server for debugging MCP host/client custom header implementation, with a t…
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| 30788 |
club-mcp
Claim
Read-only MCP server for the Hyper Human Club / Fluent Community REST API. Enab…
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| 30789 |
i3X-MCP-Server
Claim
Bridges Claude (or any MCP client) to manufacturing data via the i3X standard, …
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| 30790 |
bazel-mcp
Claim
A local MCP server that exposes Bazel build system capabilities to AI assistant…
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| 30791 |
Dhan MCP Server
Claim
A production-ready MCP server for algorithmic trading with Dhan broker API, pro…
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| 30792 |
Open Workbook
Claim
Local-first MCP runtime for fast, reversible, template-aware Excel automation, …
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| 30793 |
mcp-aemps
Claim
Enables AI agents to query the official Spanish AEMPS/CIMA registry for real-ti…
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| 30794 |
An MCP server that analyzes GitHub repositories and automatically generates REA…
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| 30795 |
apache-atlas-mcp
Claim
Connects LLM agents to Apache Atlas for searching, tracing lineage, and managin…
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| 30796 |
Webpage MCP Server
Claim
Enables querying and retrieving content from webpages by parsing sitemap.xml fi…
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| 30797 |
AutotaskMCP
Claim
Enables interaction with Autotask REST API for ticket management and querying t…
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| 30798 |
Switchboard
Claim
Switchboard is a local-first, governed MCP endpoint that aggregates multiple MC…
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| 30799 |
distill-mcp
Claim
MCP bridge for [Distill](https://store.juergenkoller.software/en/apps/distill) …
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| 30800 |
adl-context-collector
Claim
MCP server providing persistent memory for LLMs via semantic search over captur…
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