MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 2 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 25651 |
Enables reading and writing macOS system defaults and settings through commands…
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| 25652 |
Zotero MCP Bridge
Claim
Enables LLM clients to browse and query your Zotero library through tool calls.…
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| 25653 |
TempoGraph
Claim
Code graph context engine with 24 MCP tools. 170+ languages via tree-sitter.
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| 25654 |
groww
Claim
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| 25655 |
dev-mcp
Claim
Browse directories and read files within a safe, configurable root. Pull accura…
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| 25656 |
promptforge
Claim
Generate deployment-ready AI agent system prompts for professionals in one clic…
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| 25657 |
:GT Protocol MCP Server
Claim
Connects MCP-compatible AI agents to GT Protocol trading accounts, enabling nat…
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| 25658 |
cookwith-mcp
Claim
AI-powered recipe generation and transformation tools by Cookwith
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| 25659 |
searchcraft
Claim
Full-text search for Next.js. BM25 scoring and fuzzy matching, no external serv…
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| 25660 |
Vaultix MCP Server
Claim
Enables Claude to interact with the Vaultix Payment API for managing charges, c…
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| 25661 |
kmp-api-lookup-mcp
Claim
Indexes Kotlin/Native platform klibs to enable fast symbol lookup for iOS APIs.…
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| 25662 |
Scan websites for security vulnerabilities, headers, TLS, and email security.
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| 25663 |
mcp-fortress-server
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Scan your connected services for vulnerabilities and malicious code. Monitor ru…
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| 25664 |
mcp
Claim
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| 25665 |
unity-editor-mcp
Claim
An MCP server and client for LLMs to interact with Unity Projects
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| 25666 |
telitask-mcp
Claim
TeliTask MCP server — manage contacts, tasks, and calls from AI assistants
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| 25667 |
teste
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| 25668 |
reshapr
Claim
The open source, no-code MCP Server for AI-Native API Access
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| 25669 |
webiny-js
Claim
Open-source, self-hosted CMS platform on AWS serverless (Lambda, DynamoDB, S3).…
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| 25670 |
BulkPublish
Claim
The best free social media publishing and scheduling API.
Publish to 11 platfo…
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| 25671 |
jdwp-mcp
Claim
Сonnects to live JVMs via JDWP protocol,
enabling LLM agents to autonomously de…
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| 25672 |
mcp-research
Claim
Enables AI assistants to perform comprehensive web research through tiered sear…
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| 25673 |
polymarket-trader-mcp
Claim
Trade, analyze, and automate Polymarket prediction markets via AI. 34 tools for…
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| 25674 |
Fidensa
Claim
Independent AI certification authority. Trust scores, search, comparison, and v…
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| 25675 |
brick-mcp-app
Claim
🧱 MCP App for making my brick dreams a reality
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| 25676 |
mango-office-mcp
Claim
MCP server for Mango Office API — calls, users. 2 tools.
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| 25677 |
mcp-jest
Claim
Automated testing for Model Context Protocol servers. Ship MCP Servers with con…
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| 25678 |
Sephera
Claim
Fast local-first Rust CLI for codebase metrics, AST-compressed LLM context bund…
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| 25679 |
Telbase
Claim
Deploy any web project with one command. AI-native platform with self-healing f…
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| 25680 |
welink
Claim
🔍微信聊天数据分析的本地化AI-agent(Docker/Windows/MacOS) · AI分身 / 大模型分析 / 好友排行 / 词云 / 情感趋势 /…
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| 25681 |
LLM Wiki Kit
Claim
Enables creation of persistent, compounding knowledge bases using Karpathy's LL…
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| 25682 |
swotpal-mcp-server
Claim
MCP Server for SWOTPal — SWOT analysis tools for AI agents (Claude, Cursor, Win…
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| 25683 |
cdek-mcp
Claim
MCP server for CDEK delivery API — tariff calculation, order creation, tracking…
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| 25684 |
A Forgejo MCP Server
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| 25685 |
Cocktail
Claim
Enables natural language search for cocktail recipes and ingredient information…
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| 25686 |
Talos Linux MCP Server
Claim
MCP server for Talos Linux cluster management via the native gRPC API
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| 25687 |
CIB Seven MCP Server
Claim
Enables investigation and diagnosis of CIB Seven BPM process instances through …
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| 25688 |
Salesforce MCP Server
Claim
Enables Salesforce lead and permission set management through natural language.…
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| 25689 |
windai-mcp
Claim
WindAI MCP Server — AI-powered wind resource assessment for any location on Ear…
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| 25690 |
agentgraph-trust
Claim
Security scanner and trust verification for AI agent tools. Scans GitHub reposi…
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| 25691 |
VFX Parsers MCP Server
Claim
Parses and generates Nuke (.nk), MaterialX (.mtlx), and USD ASCII (.usda) files…
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| 25692 |
:
Claim
.
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| 25693 |
agrictech-ai
Claim
This server powers an AI-driven agricultural assistant built with FastAPI. It e…
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| 25694 |
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| 25695 |
Ombre-Brain
Claim
For Claude.
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| 25696 |
relayzero
Claim
Agent economy network - arena games, tasks, USDC settlement via x402
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| 25697 |
GitPilot MCP
Claim
A lightweight MCP server that enables AI assistants to manage local Git reposit…
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| 25698 |
MCP server for managing Google Ads, Meta Ads, LinkedIn Ads, and TikTok Ads via …
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| 25699 |
Flag MCP
Claim
Enables human-in-the-loop interaction for AI coding workflows through native de…
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| 25700 |
agience-core
Claim
The operating system that AI workflows trust. Structure messy inputs. Establish…
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