MCP Server Quality Scores
Independent quality analysis of 43459 public MCP servers
Last updated 52 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37851 |
39 Japanese locale APIs — wareki, NTA invoice, 法人番号, postal, romanization, kanj…
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| 37852 |
Web scraping, inference, DNS, monitoring from residential IPs — pay per request…
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| 37853 |
@isteam/hackernews-mcp
Claim
MCP server for Hacker News that enables AI agents to search stories, read comme…
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| 37854 |
Martini
Claim
Manage AI filmmaking projects, scenes, assets, and generations in Martini.
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| 37855 |
rasa
Claim
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| 37856 |
OSU MCP Server
Claim
Provides over 50 tools across 14 categories for accessing Ohio State University…
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| 37857 |
xpoz
Claim
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| 37858 |
mcp-twfood
Claim
MCP server for Taiwan's agricultural wholesale market real-time price data, pro…
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| 37859 |
pyscope-mcp
Claim
MCP server that exposes Python function- and module-level call graphs for agent…
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| 37860 |
Doyunha-Gopeak
Claim
GoPeak — The most comprehensive MCP server for Godot Engine. 95+ tools: scene m…
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| 37861 |
test-mcp2
Claim
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| 37862 |
churn-predictor-ai-mcp
Claim
churn-predictor-ai-mcp MCP server by MEOK AI Labs
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| 37863 |
Enables AI assistants to securely access Epic Healthcare Systems patient data t…
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| 37864 |
Marvenn MCP Server
Claim
Connect AI agents to Marvenn for outbound growth via email, voice, and LinkedIn.
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| 37865 |
ignition-mcp-server
Claim
The first AI-powered development tool for Ignition SCADA — an MCP server that l…
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| 37866 |
qgis-mcp-codex
Claim
Connects OpenAI Codex Desktop to QGIS Desktop for natural language GIS operatio…
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| 37867 |
SteamDT MCP Server
Claim
Enables AI assistants to query CS2 item real-time prices, K-line data, market i…
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| 37868 |
mcp-server
Claim
AI-powered household inventory — query everything you own via natural language
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| 37869 |
polybugger-mcp
Claim
Multi-language MCP debugger for AI agents that supports Python, JavaScript/Type…
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| 37870 |
A remote MCP server deployable on Cloudflare Workers without authentication, pr…
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| 37871 |
saft-mcp
Claim
An MCP server that enables AI assistants to parse, validate, and analyze Portug…
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| 37872 |
proxyclaw-mcp-py
Claim
MCP server giving AI agents controlled residential-proxy web access with option…
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| 37873 |
MCP Research Router
Claim
Aggregates and routes multiple MCP servers with intelligent tool recommendation…
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| 37874 |
llama-mcp
Claim
Enables MCP-native agents to manage deals, briefs, timeline, and posts on the L…
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| 37875 |
PII (Personally Identifiable Information) detection API for AI agents. Scan any…
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| 37876 |
CloudPepper
Claim
Manage CloudPepper servers, Odoo instances, backups, and deployments over MCP.
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| 37877 |
mcp-server
Claim
Healthcare data: drugs, providers, diagnoses, labs, vaccines, claims, and Medic…
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| 37878 |
Enables Claude Desktop to interact with the VeChain blockchain through natural …
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| 37879 |
@fugle/mcp-server
Claim
A Fugle MCP server for stock market data and trading, supporting real-time quot…
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| 37880 |
Exposes 20 tools for project, media, render, and timeline control in DaVinci Re…
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| 37881 |
office-mcp-server
Claim
AI-powered professional document generation server that creates Word and Excel …
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| 37882 |
Frase SEO
Claim
SEO, GEO & AI Visibility — research, write, optimize, publish & monitor content…
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| 37883 |
GC-MCP
Claim
Enables AI assistants to access and query Garmin Connect health and fitness dat…
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| 37884 |
FinData
Claim
MCP server providing professional financial data access for LLMs through provid…
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| 37885 |
velog-mcp
Claim
Enables AI assistants to read, search, and write Velog blog posts. Supports pos…
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| 37886 |
my-mcp-server
Claim
A minimal starter template for building Model Context Protocol (MCP) servers us…
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| 37887 |
mcp
Claim
Coherence MCP — chat with your CRM's AI agent from Claude, Cursor, and Cline.
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| 37888 |
OpenMemory
Claim
AI memory engine exposed as an MCP server with structured knowledge capture, en…
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| 37889 |
tgmcp
Claim
Enables AI agents to interact with Telegram accounts through MCP, supporting me…
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| 37890 |
Tiger Memory MCP Server
Claim
A simple memory system that allows LLMs to store and retrieve information via t…
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| 37891 |
Enables precise code extraction from 30+ languages using tree-sitter parsing, a…
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| 37892 |
highstory-mcp
Claim
High Story MCP Server - Automate AI content campaigns and social media manageme…
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| 37893 |
lixversion-mcp
Claim
A paid remote MCP for Lix, built to return verdicts, receipts, usage logs, and …
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| 37894 |
PeopleSoft MCP Server
Claim
A Model Context Protocol (MCP) server that enables AI assistants to query and u…
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| 37895 |
decapodkernel-mcp
Claim
A paid remote MCP for Decapod, built to return verdicts, receipts, usage logs, …
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| 37896 |
obsidian-remote-mcp
Claim
Self-hosted MCP server that provides remote AI clients with read and write acce…
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| 37897 |
Accessibility MCP Server
Claim
Enables AI agents to perform conversational accessibility testing with actionab…
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| 37898 |
fitatu-wrapper
Claim
Enables programmatic access to Fitatu nutrition tracking via MCP tools for logi…
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| 37899 |
Clarify MCP Server
Claim
Enables AI agents to ask clarification questions and receive structured user in…
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| 37900 |
mcp-openmetadata
Claim
Enables searching and retrieving metadata from OpenMetadata, including tables, …
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