MCP Server Quality Scores
Independent quality analysis of 45732 public MCP servers
Last updated 1 hour, 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 43751 |
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| 43752 |
EdgeFinder
Claim
CLI and MCP server for EdgeFinder sports analysis. Get AI-powered NFL, NBA, and…
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| 43753 |
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| 43754 |
Sketch MCP
Claim
An official MCP server that allows AI clients to interact with Sketch designs, …
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| 43755 |
assetcache-mcp
Claim
Enables Claude to search and retrieve Unity game assets (sprites, sounds) via n…
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| 43756 |
dock-ai
Claim
Discover whether a business domain has a ready-to-use connector so you can shop…
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| 43757 |
Enables access to Amplemarket's knowledge base through Pylon's API. Supports se…
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| 43758 |
MCP Time Server
Claim
A Model Context Protocol server providing current time retrieval and timezone c…
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| 43759 |
MCP AST Explorer
Claim
Python symbol exploration for codebase onboarding agents.
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| 43760 |
Claude IPC MCP
Claim
A robust communication protocol that facilitates seamless messaging between AI …
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| 43761 |
mcp-geracash
Claim
Digital wallet: send money, pay bills, convert currency. 50+ countries.
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| 43762 |
test
Claim
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| 43763 |
falcon-mcp
Claim
Model Context Protocol server that connects AI agents with CrowdStrike Falcon p…
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| 43764 |
FastMCP MCP Server
Claim
A Model Context Protocol (MCP) server built with FastMCP that provides tools fo…
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| 43765 |
Volta Notes
Claim
Burn-after-read encrypted notes on the Internet Computer. Share passwords, keys…
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| 43766 |
brag-fast
Claim
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| 43767 |
cloudbase-ai-toolkit
Claim
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| 43768 |
Base64 encoding/decoding API for AI agents. Encode text to base64 or decode bas…
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| 43769 |
Kickstart development with a ready-made TypeScript project for quickly adding t…
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| 43770 |
Gmail MCP Server
Claim
Provides access to Gmail functionality through the Model Context Protocol, allo…
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| 43771 |
competitor-monitor-ai-mcp MCP server by MEOK AI Labs
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| 43772 |
drishti
Claim
Indian media intelligence — bilingual sentiment, Tier 1 credibility, story clus…
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| 43773 |
ScienceON-MCP
Claim
MCP server for searching Korean scientific literature, patents, reports, and mo…
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| 43774 |
mcp-gateway
Claim
Aggregates tools from multiple MCP servers with unified BM25/regex search and d…
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| 43775 |
Israel Drugs MCP Server
Claim
Provides AI agents with comprehensive access to Israel's complete pharmaceutica…
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| 43776 |
agentify
Claim
Agent Interface Compiler — One command. Every agent speaks your product. Transf…
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| 43777 |
mcp-connector-for-akamai
Claim
An unofficial MCP server that connects AI assistants to Akamai APIs, providing …
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| 43778 |
aula-mcp
Claim
This server enables MCP clients (LLMs) to access data from the Danish school pl…
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| 43779 |
Research MCP Server
Claim
Enables searching and managing academic papers from arXiv with tools, resources…
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| 43780 |
wati-mcp-server
Claim
MCP server for WATI WhatsApp Business API enabling AI assistants to send messag…
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| 43781 |
notion_summary_server
Claim
MCP server that automatically saves summaries of AI papers or stock articles to…
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| 43782 |
Enables searching and reading OCI documentation using the Oracle Help Center Se…
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| 43783 |
health-api
Claim
Clinical AI for lab analysis, biomarker scoring, health narratives, and risk in…
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| 43784 |
vmware-pilot
Claim
VMware workflow orchestration — multi-step state machine with approval gates, a…
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| 43785 |
Canny MCP Server
Claim
Enables interaction with Canny.io customer feedback platform through natural la…
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| 43786 |
aha-mcp
Claim
Integrates with Aha.io product management platform, enabling offline data synch…
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| 43787 |
DocMCP
Claim
Index any documentation website and search it from AI coding assistants via the…
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| 43788 |
NanoBanana MCP
Claim
Generates AI images using Google Imagen directly in Claude Desktop, with automa…
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| 43789 |
mcp-opendata-swiss
Claim
Enables querying Switzerland's federal open-data portal (opendata.swiss) via a …
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| 43790 |
giphy-mcp-server
Claim
Provides tools to search, get trending, random, and translate GIFs using the Gi…
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| 43791 |
vyazen
Claim
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| 43792 |
langlearn-tts
Claim
Enables Claude to speak in 70+ languages, including pronunciation, audio flashc…
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| 43793 |
joulescope-mcp
Claim
MCP server for the JouleScope JS220 precision energy analyzer, enabling agents …
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| 43794 |
Search official documentation for well-known libraries.
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| 43795 |
mcp-canada
Claim
MCP server giving AI agents structured access to Canadian federal, provincial, …
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| 43796 |
psyche-ai
Claim
Emotional intelligence for AI agents: neurotransmitter mood, personality, empat…
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| 43797 |
Point MCP Server
Claim
MCP server for the Point Knowledge API that enables AI coding assistants to sea…
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| 43798 |
github-portfolio
Claim
Enables fetching public repositories for a given GitHub username, returning cur…
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| 43799 |
property-finance-mcp
Claim
UK property finance calculators: bridging cost (rolled-up / retained / serviced…
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| 43800 |
Second opinions in Claude Code and any MCP host from GPT, Gemini, Grok, and 400…
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