MCP Server Quality Scores
Independent quality analysis of 46053 public MCP servers
Last updated 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 42851 |
mastra-test
Claim
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| 42852 |
robotframework-mcp
Claim
Enables generating Robot Framework test cases with SeleniumLibrary, creating pa…
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| 42853 |
ai-model-router
Claim
Cloudflare Workers MCP server: ai-model-router
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| 42854 |
mcp-gsuite
Claim
server for google
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| 42855 |
clawboard-mcp-server
Claim
Enables AI agents to interact with ClawBoard tasks, including listing, searchin…
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| 42856 |
Scry MCP Server
Claim
Provide real-time and comprehensive cryptocurrency and DeFi data from multiple …
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| 42857 |
Demonstrates elicitations for collecting structured user input interactively ac…
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| 42858 |
youtube
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| 42859 |
The Power BI Modeling MCP Server brings Power BI semantic modeling capabilities…
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| 42860 | — | |||||||||
| 42861 |
pinecone-mcp
Claim
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| 42862 |
hacked by abcd
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| 42863 |
Logic MCP Server
Claim
A backend server that executes advanced logic primitives and cognitive operatio…
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| 42864 |
Gortex
Claim
High-performance code graph and code intelligence engine. Index code base into …
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| 42865 |
Terros MCP Server
Claim
Enables interaction with the Terros platform's User API to manage and retrieve …
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| 42866 |
XenonFlare MCP Server
Claim
Enables AI assistants to manage social media accounts, upload media (videos and…
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| 42867 |
@playwright/mcp
Claim
MCP server for browser automation that lets LLMs interact with web pages throug…
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| 42868 |
Enable AI agents to interact with Reddit by reading posts, creating content, an…
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| 42869 |
aeo-cli
Claim
Audit URLs for AI crawler readiness — checks robots.txt, llms.txt, JSON-LD sche…
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| 42870 |
openai-ads-mcp
Claim
Read-only MCP server for the OpenAI Ads API: campaigns, ad groups, ads, and ins…
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| 42871 |
supos MCP Server
Claim
Enables querying topic tree structures, topic details, and real-time data from …
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| 42872 |
Compare, estimate, and deploy cloud infrastructure across AWS, GCP, and Azure f…
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| 42873 |
proton-mail-mcp
Claim
Unofficial Proton Mail MCP server — send, read, search, and organize email over…
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| 42874 |
Antigravity Agent Config
Claim
Provides tools to manage, initialize, and synchronize standardized agent config…
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| 42875 |
Fetchium
Claim
Fetchium — token-efficient web retrieval for AI agents
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| 42876 |
my_test
Claim
Get current weather for any city and create images from your prompts. Streamlin…
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| 42877 |
MCP PR Recommender
Claim
Intelligent PR boundary detection and recommendation system that analyzes git c…
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| 42878 |
Search Buenos Aires City courts: cases, proceedings, parties, and PDF downloads
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| 42879 |
Persistent causal memory for AI agents — semantic recall, causal chains, skills.
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| 42880 |
blackhawk-mcp
Claim
BlackHawkMCP - connect AI to Google Sheets
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| 42881 |
mcp
Claim
Manage your Twitter/X presence from any AI assistant — schedule, threads, and m…
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| 42882 |
gptzero-mcp
Claim
Enables AI content detection with sentence-level and paragraph-level AI probabi…
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| 42883 |
DevTo-MCP
Claim
A production-ready MCP server for the DEV Community (Forem) API, enabling manag…
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| 42884 |
tractive-mcp
Claim
Enables AI assistants to query your pet's location, tracker status, position hi…
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| 42885 |
Builder-Proj-MCP Server
Claim
A unified MCP server for scaffolding project structures across multiple framewo…
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| 42886 |
google-ads-mcp
Claim
A typed MCP server that wraps the Google Ads API v20, enabling AI agents to man…
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| 42887 | — | |||||||||
| 42888 |
mcp
Claim
Query ZK-verified attributes, selective disclosure, and on-chain provenance fro…
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| 42889 |
Provides backtesting-compliant financial data including company financials, his…
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| 42890 |
YetAnotherFigmaMCP
Claim
Caches Figma file data locally and provides an MCP server for AI agents to sear…
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| 42891 |
confluence-mcp-server
Claim
An MCP server that connects AI assistants to Confluence, enabling search and fe…
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| 42892 |
mcp-server-rt
Claim
Connects AI assistants to a Request Tracker (RT) instance, enabling natural lan…
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| 42893 |
my-mcp-server-2025_1
Claim
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| 42894 |
RoadBoard
Claim
Multi-project execution, memory, and collaboration platform for humans and AI a…
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| 42895 |
spoonacular-mcp
Claim
Enables AI assistants to search for recipes, get nutritional information, find …
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| 42896 |
xrm-mcp
Claim
A minimal MCP server that gives AI coding agents clean read and write access to…
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| 42897 |
adsdas
Claim
adsdas
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| 42898 |
api-changelog-tracker
Claim
Cloudflare Workers MCP server: api-changelog-tracker
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| 42899 |
theagora
Claim
AI agent marketplace. 27 tools for buying and selling services with atomic escr…
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| 42900 |
MCPpedia
Claim
Search, evaluate, and compare 17,000+ MCP servers from the [MCPpedia](https://m…
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