MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 2 hours, 35 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 51901 |
Turn any URL into clean markdown/JSON for AI agents. Self-hostable web content …
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| 51902 |
An MCP server that monitors 12 Australian SMB intelligence sources to analyze m…
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| 51903 |
A streamlined MCP server for XMP metadata embedding with beautiful formatting a…
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| 51904 |
aurais-mcp-bots
Claim
A monorepo of five signed MCP servers (journal-companion, market-scout, meeting…
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| 51905 |
Middleman
Claim
A context refinement MCP server that acts as a proxy to distill large outputs f…
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| 51906 |
NFT collection analytics API for AI agents. Floor price, 24h volume, total supp…
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| 51907 |
newsagent-mcp
Claim
Real-time, ML-enriched news intelligence — urgency scoring, political lean & ev…
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| 51908 |
Poland KSeF 2.0 national e-invoices for AI agents: issue FA(3) faktura, query b…
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| 51909 |
MCP server for automatic technical documentation generation of Satrack projects.
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| 51910 |
mcp-uuid
Claim
A Model Context Protocol server that generates random UUIDs (v4) for MCP-compat…
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| 51911 |
AI Assistant MCP Server
Claim
MCP server providing tools to chat with an AI agent, fetch weather data, and mo…
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| 51912 |
mcp-maintainer-toolkit
Claim
Provides utilities to help maintain MCP repositories, including testing tools, …
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| 51913 |
gui-user
Claim
An MCP server for external computer-use that launches, observes, and interacts …
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| 51914 |
Data Nashville MCP
Claim
Enables querying and exploring Nashville open data from data.nashville.gov and …
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| 51915 |
health-feeds
Claim
Enables searching and reading curated health and medicine RSS/Atom feeds, with …
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| 51916 |
MCP server for Teradata databases, providing tools and prompts for querying, an…
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| 51917 |
Printer AI MCP
Claim
A cross-platform MCP server that enables AI assistants to manage printers, quer…
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| 51918 |
test
Claim
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| 51919 |
Enables AI agents to access and search up-to-date Solana documentation, get can…
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| 51920 |
x402-market
Claim
Let AI agents pay-per-call for any HTTP API via x402 on Base mainnet. One tool:…
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| 51921 |
apex-mcp
Claim
Enables AI assistants to build, inspect, and modify Oracle APEX 24.2 applicatio…
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| 51922 |
Academic Search MCP
Claim
Enables searching academic literature via Semantic Scholar with relevance filte…
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| 51923 |
keystone-mcp
Claim
An MCP server that retrieves contextual information from company resources and …
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| 51924 |
mcp-tfstate-reader
Claim
A local MCP server that parses Terraform .tfstate files and lets AI agents audi…
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| 51925 |
VeriSIFT
Claim
Read-only MCP server for autonomous, spoliation-proof disk-image triage with se…
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| 51926 |
gopass-mcp
Claim
Enables AI agents to securely access and manage passwords from a gopass store v…
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| 51927 |
Call DK MCP
Claim
MCP server providing an interactive GUI for users to input prompts and images, …
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| 51928 |
Pandas-MCP Server
Claim
Enables LLMs to safely execute pandas code for data analysis and generate inter…
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| 51929 |
Give AI agents access to Gmail, Calendar, Drive, and more — multi-account, mani…
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| 51930 |
cve-lookup-mcp
Claim
Provides live CVE data from NVD and EPSS without API key, enabling AI assistant…
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| 51931 |
payments-gateway
Claim
A generic MCP + REST payments gateway enabling agents to charge and accept paym…
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| 51932 |
AI Test Pilot
Claim
An MCP server that generates, runs, and triages tests by introspecting Python m…
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| 51933 |
Parsley MCP Server
Claim
Enables AI assistants to access buyer intent signals, MEDDIC qualification data…
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| 51934 |
42 MCP Server
Claim
Exposes 42's intranet API via the Model Context Protocol, enabling LLM agents t…
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| 51935 |
GROWI MCP Server
Claim
MCP server to connect AI models to GROWI Wiki with bearer authentication, enabl…
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| 51936 |
telegram-business-bridge
Claim
Connect any AI agent to your personal Telegram messages through the official Bu…
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| 51937 |
MCP server for generating and editing images using Amazon Nova Canvas, Stable D…
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| 51938 |
weather-mcp-server_test
Claim
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| 51939 |
WWN-MCP
Claim
A local-embeddings RAG + Model Context Protocol server that provides retrieval-…
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| 51940 |
mem-forensics
Claim
Enables AI agents to analyze memory dumps for forensic investigation, leveragin…
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| 51941 |
phpIPAM MCP Server
Claim
MCP server for phpIPAM IP address management, enabling subnet, VLAN, VRF, and a…
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| 51942 |
gdrive-mcp
Claim
A local, read-only MCP server for searching your Google Drive.
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| 51943 |
kevros-mcp
Claim
Governance primitives for autonomous agents. Verify actions against policy, rec…
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| 51944 |
nod-mcp-server
Claim
Enables AI agents to discover and interact with business capabilities by readin…
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| 51945 |
zhihu MCP Server
Claim
Enables scraping Zhihu webpages, getting hot questions, and publishing answers …
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| 51946 |
An MCP server that demonstrates sampling, enabling the server to request LLM co…
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| 51947 |
alpaca-mcp-server
Claim
Enables natural language trading operations for stocks, options, crypto, and po…
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| 51948 |
@segnals/mcp
Claim
Enables AI agents to manage Segnals trading bots, strategies, PnL, and the stra…
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| 51949 |
wishmock
Claim
Provides an MCP server for automation via Server-Sent Events (SSE) to manage mo…
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| 51950 |
NoteBook MCP
Claim
Enables AI agents to query personal Google NotebookLM notebooks using a persist…
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