MCP Server Quality Scores
Independent quality analysis of 69199 public MCP servers
Last updated 2 hours, 17 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 50701 |
mcp-gerajobs
Claim
Local job marketplace: search jobs, apply, post listings. 50+ countries.
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| 50702 |
syncro-mcp
Claim
MCP server for Syncro MSP that enables managing customers, tickets, assets, con…
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| 50703 |
yinxiang-mcp
Claim
非官方印象笔记MCP服务器,支持笔记本、原生超级笔记、原始ENML和资源附件操作。
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| 50704 |
pyspark-mcp
Claim
SQL to PySpark conversion, AWS Glue job generation, and Spark code optimization.
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| 50705 |
anki-mcp
Claim
Enables LLMs to interact with Anki flashcard collections, including deck manage…
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| 50706 |
easy-slack-mcp
Claim
Enables AI assistants like Cursor and Claude Desktop to interact with Slack wor…
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| 50707 |
VNDB MCP Server
Claim
Enables managing visual novel lists on VNDB.org through natural language, inclu…
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| 50708 |
Plith Rigor
Claim
Structured multi-step workflows that produce production-quality deliverables. P…
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| 50709 |
agent-webhook
Claim
A webhook management and delivery service with MCP tools for endpoints, deliver…
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| 50710 |
jetlag-mcp
Claim
Enables listing and running Ansible playbooks, managing roles, reading docs, an…
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| 50711 |
Hungary NAV Online Szamla 3.0 invoice reporting for AI agents: report invoice d…
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| 50712 |
hatchable
Claim
Build and host full-stack web apps and sites on Hatchable from any MCP client. …
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| 50713 |
@chaosintelligence/mcp
Claim
MCP server for Chaos Intelligence to access Capture thoughts and Resonate posts…
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| 50714 |
Cuba-Exec
Claim
Advanced shell command execution for AI agents — a Model Context Protocol (MCP)…
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| 50715 |
blackout
Claim
Permanent local PDF redaction: text is removed and verified gone, not covered. …
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| 50716 |
Web capture API for AI agents. Take full-page screenshots (PNG/JPEG/WebP) and g…
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| 50717 |
vechain-mcp-server-
Claim
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| 50718 |
clianythingharness-mcp
Claim
A paid remote MCP for CLI tool MCP, built to return verdicts, receipts, usage l…
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| 50719 |
arcscope
Claim
A local MCP server that gives AI coding agents symbol definitions, dependency g…
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| 50720 |
Vision MCP for Reasonix
Claim
Provides vision capabilities to Reasonix, enabling analysis of images/videos, O…
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| 50721 |
agentic-ai-shadowing
Claim
Observes tasks and generates anonymized SOPs — task tracking and SOP review via…
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| 50722 |
Play ranked FluxDots matches against humans on a shared Elo ladder. Zero-depend…
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| 50723 |
caldera-mcp
Claim
Connects MCP-compatible AI clients to a MITRE Caldera adversary emulation platf…
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| 50724 |
SansFiction
Claim
Search, discover, and manage books across multiple sources. Connect Claude, Cha…
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| 50725 |
Obsidian CLI MCP Server
Claim
Provides AI agents with Obsidian vault operations via the official CLI, includi…
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| 50726 |
sales-agent-mcp
Claim
Enables natural language sales analysis by connecting to a SQLite database, gen…
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| 50727 |
llama-mcp-server
Claim
MCP server bridging Claude Code to local llama.cpp. Run local LLMs alongside Cl…
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| 50728 |
psychopy-mcp
Claim
An MCP server that enables Claude Code/Codex to directly control PsychoPy for d…
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| 50729 |
Testomat.io MCP Server
Claim
Enables AI assistants to interact with Testomat.io test management platform, al…
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| 50730 |
modelmux
Claim
Enables AI agents like Claude Code, Codex, and Perplexity to call each other as…
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| 50731 |
Claude Dialogue MCP
Claim
Enables peer-to-peer asynchronous conversation between Claude.ai and Claude Cod…
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| 50732 |
test
Claim
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| 50733 |
Yutori MCP
Claim
MCP server enabling web monitoring, deep research, and browser automation throu…
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| 50734 |
VeChain Dev Suite
Claim
Query VeChain accounts, transactions, blocks, and fees, and search official doc…
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| 50735 |
headless-records-mcp
Claim
Enables MCP agents to access public SEC Form 4 insider filing data via a local …
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| 50736 |
travel-insurance
Claim
Compare travel insurance quotes from 15+ insurers — Schengen, WHV, students, lo…
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| 50737 |
MCP Test Case Generator
Claim
Generates structured, comprehensive test cases from user stories, API specs, or…
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| 50738 |
Adam OS MCP Server
Claim
Enables restaurant management through natural language, allowing import of Toas…
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| 50739 |
Containarium-Cloud
Claim
Persistent, secure LXC sandbox environments for AI agents with native MCP suppo…
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| 50740 |
upnote-mcp
Claim
Enables AI agents to read and write UpNote notes locally via SQLite and URL sch…
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| 50741 |
ideogram-mcp-server
Claim
Enables LLM applications to generate, edit, describe, upscale, remix, reframe, …
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| 50742 |
liuren
Claim
Enables 大六壬 divination by computing the chart (三傳, 四課, etc.) and generating a 天…
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| 50743 |
turbopentest
Claim
AI-powered penetration testing. Launch scans, review findings, download reports.
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| 50744 |
Cartorio Certidao
Claim
MCP server para gerenciamento de certidoes de cartorio via IA.
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| 50745 |
Context-MCP
Claim
Intelligent context manager for AI coding assistants that uses a three-level me…
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| 50746 |
MCP Director
Claim
An intelligent orchestration server that routes user requests to appropriate sp…
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| 50747 |
Paid MCP web research for agents: search, extraction, citations, and x402 payme…
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| 50748 |
FilePilot AI
Claim
Local-first MCP server for safely searching, reading, summarizing, tagging, ded…
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| 50749 |
soundraw-game-bgm
Claim
Enables AI agents to generate dynamic game background music by analyzing game s…
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| 50750 |
whooshly-mcp
Claim
Create short links, QR codes, UTM templates, vCards, and landing pages from you…
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