MCP Server Quality Scores
Independent quality analysis of 62098 public MCP servers
Last updated 1 hour, 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 32501 |
mcp-tool-server
Claim
A secure, production-grade MCP server that provides filesystem operations, AST …
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| 32502 |
topgg-mcp
Claim
Enables AI assistants to manage Top.gg bot or server listings, including updati…
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| 32503 |
Jarvis MCP
Claim
Enables voice conversations with AI assistants directly in the browser, support…
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| 32504 |
MCP Prow Server
Claim
Enables users to interact with Prow CI/CD systems, retrieving build logs and di…
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| 32505 |
agentskillupdategate-mcp
Claim
Paid remote MCP for Claude Code skill update gate MCP, structured receipts, aud…
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| 32506 |
InsurTech MCP Server
Claim
Enables insurance policy analysis, risk assessment, and policy comparison with …
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| 32507 |
stash-mcp
Claim
Enables interaction with Bitbucket Server/Data Center (Stash) for project and r…
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| 32508 |
mailpal-mcp
Claim
Free email for AI agents with hardware attestation, real SMTP/IMAP/JMAP, and re…
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| 32509 |
Provide AI assistants with comprehensive PostgreSQL database management capabil…
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| 32510 |
Locket MCP Server
Claim
Enables interaction with a read-later and link sharing social feed app, allowin…
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| 32511 |
YingDao RPA MCP Server
Claim
Enables AI to execute RPA applications and workflows through the Model Context …
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| 32512 |
github-twin
Claim
Personal RAG over your GitHub history (commits, code, reviews), served to Claud…
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| 32513 |
OpenAI Image Generator
Claim
Generate images dynamically using the OpenAI gpt-image-1 model. Enhance your ap…
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| 32514 |
Supervisord MCP
Claim
Enables AI agents to manage Supervisord processes (start, stop, restart, view l…
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| 32515 |
Automate cloud Chrome—navigate, click, type, screenshot, run code, record scree…
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| 32516 |
re-dotnet-patch
Claim
MCP server for structured patching of Mono / .NET assemblies.
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| 32517 |
edgarmcp
Claim
Clean, normalized SEC EDGAR / FRED / ETF / index data for AI agents.
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| 32518 |
Jaz AI
Claim
The complete agent surface for Jaz accounting, providing 284 MCP tools and doma…
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| 32519 |
mcp-server-polarion
Claim
Polarion ALM integration with 24 read/write tools for documents, work items, tr…
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| 32520 |
altium-mcp
Claim
Use Claude to control or ask questions about your Altium project.
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| 32521 |
An MCP server that converts Figma designs into React code.
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| 32522 |
mfds-mcp
Claim
Enables searching and retrieving current Korean Food and Drug Administration (M…
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| 32523 |
fireboard-mcp
Claim
MCP server for interacting with Fireboard BBQ temperature monitoring. Enables q…
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| 32524 |
Luvv MCPServer
Claim
A production-grade security auditing MCP server that wraps semgrep (SAST) and g…
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| 32525 |
mcp-server-master
Claim
This repository provides a template for creating MCP servers with Python, inclu…
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| 32526 |
agentsafe
Claim
Real-time URL trust scoring for AI agents. Blocks phishing and malicious sites.
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| 32527 |
mcp-stat-lv
Claim
MCP server that enables querying Latvian official statistics from data.stat.gov…
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| 32528 |
Simmer
Claim
Trade prediction markets with AI agents — skill discovery, autoresearch, and ex…
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| 32529 |
US ISO Grid MCP
Claim
Enables real-time access to US electricity generation, fuel mix, and demand dat…
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| 32530 |
mcp-arcgis-cranston
Claim
Enables querying and searching Cranston, Rhode Island open geospatial datasets …
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| 32531 |
mcp-wikidata
Claim
MCP server that wraps the Wikidata API, enabling AI agents to query and interac…
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| 32532 |
mcp-arcgis-tigard
Claim
Enables AI agents to search and query City of Tigard GIS open geospatial datase…
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| 32533 |
Verify contractor licenses: 50 states + DC + 8 cities — status, expiration, dis…
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| 32534 |
ainative-memory-mcp
Claim
Enhanced MCP knowledge graph memory server with cloud persistence and semantic …
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| 32535 |
appCN
Claim
Install & correctly use appCN React Native / Expo components, streamed from the…
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| 32536 |
imessage-mcp
Claim
Read-only MCP server for your iMessage DB. No hosted service.
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| 32537 |
McPortfolio
Claim
Enables LLM-driven portfolio optimization using natural language, providing too…
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| 32538 |
discord-webhook-mcp
Claim
Enables AI agents to send text messages and images to Discord channels via webh…
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| 32539 |
A macOS Reminders tool service using AppleScript, exposing CRUD operations via …
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| 32540 |
mcp-arcgis-durham
Claim
Enables searching and querying Durham, North Carolina open geospatial data from…
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| 32541 |
mcp-geraquest
Claim
AI prompt engineering game: challenges, leaderboards, community prompts.
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| 32542 |
chronicle-mcp
Claim
Local MCP server to sync, clean, and index AI chat logs locally. Saves up to 40…
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| 32543 |
mcp-propublica-nonprofit
Claim
Enables querying nonprofit organization data through the ProPublica Nonprofit E…
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| 32544 |
pycentauri MCP server
Claim
An MCP server that enables AI agents to monitor and control an Elegoo Centauri …
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| 32545 |
Tally Prime MCP Server
Claim
Bridges Tally Prime ERP with AI assistants, enabling querying financial reports…
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| 32546 |
mcp-phishtank
Claim
Enables checking URLs against the PhishTank phishing database to identify malic…
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| 32547 |
Carbon Arc
Claim
The infrastructure for the AI economy: primitives for inference, agents, and de…
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| 32548 |
mcp-open-sanctions
Claim
Enables querying global sanctions and politically exposed persons (PEP) data vi…
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| 32549 |
arcgis-brampton
Claim
Provides access to City of Brampton GIS open geospatial data, enabling search, …
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| 32550 |
mcp-opensky
Claim
Enables querying real-time flight data from the OpenSky Network API with anonym…
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