MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 1 hour, 17 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 45851 |
Mail MCP
Claim
An email assistant MCP server that enables mailbox operations such as listing f…
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| 45852 |
Xalantis MCP Server
Claim
Enables managing support tickets from Claude, Cursor, and other AI tools, inclu…
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| 45853 |
LottieFiles MCP Server
Claim
Search and discover Lottie animations through MCP tools, deployed on Cloudflare…
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| 45854 |
mcp-data-angers
Claim
Enables searching, exploring, and querying Angers Loire Métropole open data dat…
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| 45855 |
five-mcp
Claim
LLM character consistency engine — generates structured JSON constraints from 4…
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| 45856 |
Enables authenticated user profile retrieval via the 'whoami' tool, using OAuth…
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| 45857 |
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
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| 45858 |
assetcache-mcp
Claim
Enables Claude to search and retrieve Unity game assets (sprites, sounds) via n…
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| 45859 |
pexels-mcp-server
Claim
A Model Context Protocol server that provides access to the Pexels API for sear…
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| 45860 |
HubSpot MCP Server
Claim
Integrates with HubSpot CRM APIs via the Model Context Protocol, enabling manag…
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| 45861 |
mcp-x402-xrpl
Claim
Drop-in middleware for MCP servers that lets AI agents autonomously pay for too…
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| 45862 |
Personal Finance Tracker
Claim
A lightweight MCP server for tracking personal expenses, income, and budget sum…
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| 45863 |
searoute_mcp
Claim
Provides maritime routing capabilities, enabling computation of oceangoing rout…
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| 45864 |
telegram-claude-mcp
Claim
This server enables Claude Code to send notifications and ask questions via Tel…
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| 45865 |
gomission-mcp
Claim
Mission MCP is a Trust Graduation gate for AI agents, with visible approval cer…
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| 45866 |
Enables semantic search over an OpenAPI catalog to find and recommend API endpo…
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| 45867 |
vault-rag-mcp
Claim
MCP server for semantic search in an Obsidian Second Brain vault using self-hos…
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| 45868 |
metabase-lite-mcp
Claim
Enables AI agents to search and read Metabase dashboards and cards, explore dat…
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| 45869 |
supply-chain-mcp-server
Claim
MCP server giving AI agents access to global supply chain and trade data from U…
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| 45870 |
Enables AI agents to search for stock photography based on current location and…
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| 45871 |
WebScraper MCP Server
Claim
An MCP server for advanced web scraping with automatic JavaScript rendering sup…
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| 45872 |
axiom-memory
Claim
Persistent memory infrastructure for AI agents, enabling cross-session recall a…
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| 45873 |
Instagram Ads MCP Server
Claim
Wraps the Meta Marketing API to enable creating, modifying, viewing, and deleti…
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| 45874 |
hackerone-mcp
Claim
A local, read-only MCP server that connects your HackerOne researcher account t…
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| 45875 |
citedhealth-mcp
Claim
MCP server for CITED Health that allows AI assistants to query evidence-based s…
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| 45876 |
MCP Map Server
Claim
A Model Context Protocol server that provides a dynamic map interface with tool…
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| 45877 |
Joule HR MCP Server
Claim
Exposes SAP SuccessFactors HR data as MCP tools for AI agents, enabling natural…
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| 45878 |
divination-chart-mcp
Claim
An MCP server for generating Chinese divination charts (Six-line and Bazi) base…
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| 45879 |
claude-cost-mcp
Claim
Estimates Claude API token counts, per-model cost, and prompt-caching break-eve…
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| 45880 |
Docx_MCP_cj
Claim
Enables AI agents to intelligently analyze and fill any Word document tables us…
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| 45881 |
mcp-dblp
Claim
Enables searching DBLP authors and venues, providing author details like affili…
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| 45882 |
mcp-erpnext
Claim
MCP server for ERPNext / Frappe ERP — 120 tools across 14 categories with 7 int…
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| 45883 |
nipregon-mcp
Claim
Look up Polish companies from any AI assistant: registry data (KRS, REGON, CEID…
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| 45884 |
wikipedia-mcp
Claim
Enables AI agents to search, read, and explore Wikipedia articles via tools lik…
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| 45885 |
zimage-mcp
Claim
A local MCP server for generating web-dev images using the Z-Image Turbo model …
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| 45886 |
mcp-data-tools
Claim
A governed MCP server enabling LLM agents to query BigQuery, inspect GCS, trigg…
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| 45887 |
able-mcp
Claim
An MCP server for parsing and analyzing Ableton Live .als project files offline…
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| 45888 |
LoreRoom
Claim
Encrypted, local memory for your Claude Code Telegram bot. Captures both sides …
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| 45889 |
vision-mcp
Claim
MCP server that provides an analyze_image tool using OpenAI-compatible vision L…
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| 45890 |
Yahoo Finance MCP Server
Claim
Provides real-time stock market data for Claude Desktop and MCP-compatible clie…
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| 45891 |
youtube-organic-mcp
Claim
Enables AI assistants to access YouTube organic analytics, including channel st…
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| 45892 |
skilldb-mcp
Claim
MCP server for SkillDB that enables AI assistants to search, load, and manage A…
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| 45893 |
Agent Architects MCP
Claim
Enables searching and retrieving lessons, posts, comments, and member profiles …
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| 45894 |
alphai-mcp
Claim
Real-time, AI-enriched financial news for trading agents: full-text & ticker se…
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| 45895 |
Data Analysis MCP Server
Claim
A simple Model Context Protocol (MCP) server that allows LLMs to create and man…
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| 45896 |
mcp-fal
Claim
An MCP server that exposes Fal.ai generative media models as tools for image an…
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| 45897 |
BestReads MCP Server
Claim
Enables personalized book recommendations by managing reading profiles and pref…
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| 45898 |
whiteboard-mcp-server
Claim
Shared context for multiple Claude Code sessions working on the same project.
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| 45899 |
WordPress MCP Server
Claim
An MCP server that enables AI agents to manage WordPress sites, including Eleme…
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| 45900 |
MCP Server Kickstarter
Claim
A CLI tool to scaffold and manage new MCP-compatible server projects with uv, i…
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