MCP Server Quality Scores
Independent quality analysis of 66484 public MCP servers
Last updated 1 hour, 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 59751 |
vantic
Claim
Verify an AI agent's payment authority: signed mandates, allowlists, and tamper…
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| 59752 |
signal8-mcp
Claim
SEC filing intelligence for AI agents: insider (Form 4) & institutional (13F) o…
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| 59753 |
screenshotfreeapi
Claim
MCP server for ScreenshotFreeAPI – capture website screenshots, render HTML/PDF…
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| 59754 |
veto
Claim
A council of 49 specialist agents + 93 tools for every major AI CLI (Claude Cod…
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| 59755 |
Bitrix24 MCP Server
Claim
Enables AI agents to interact with Bitrix24 CRM through standardized MCP tools,…
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| 59756 |
kb-mcp-server
Claim
将 pgvector 知识库检索能力封装为标准 MCP 服务器,支持 Tools、Resources 和 Prompts,使 Claude Desktop 等…
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| 59757 |
mcp server for weather information query
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| 59758 |
SQL Server MCP
Claim
A read-only MCP server for SQL Server database introspection that enables Claud…
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| 59759 |
HRMS-Snaplogic-MCP
Claim
Enables integration between HRMS systems and Snaplogic through the Model Contex…
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| 59760 |
ifc-mcp
Claim
Enables AI agents to load, query, and analyze IFC building model files, includi…
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| 59761 |
nyambot-mcp
Claim
L'administration française pour vos agents IA : communes, géocodage, risques, D…
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| 59762 |
Deep code indexing for AI agents. SQLite FTS5 + tree-sitter + embeddings + MCP.
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| 59763 |
memos-mcp
Claim
Connects to Memos note-taking service to read, write, search, filter, and manag…
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| 59764 |
Hello World MCP Server
Claim
A simple Model Context Protocol server that demonstrates basic functionality wi…
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| 59765 |
Kali MCP Server
Claim
AI-powered penetration testing through 36 MCP tools on a containerized Kali Lin…
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| 59766 |
LFM2.5-local
Claim
Run Liquid AI's LFM2.5 model locally on Mac with a chat UI and MCP server for i…
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| 59767 |
1C MCP Toolkit
Claim
Integrates AI agents with 1C:Enterprise databases via MCP and REST API, support…
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| 59768 |
whentofly
Claim
Flight search for AI agents: flexible-date cheapest round-trips with a good-pri…
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| 59769 |
Governed USDC wallet for AI agents — policy gates, spending caps, and Ed25519-s…
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| 59770 |
consulting-mcp-server
Claim
Exposes RAG and document intelligence pipelines as 8 composable tools for MCP-c…
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| 59771 |
startup-finance-metrics
Claim
An MCP server for analyzing startup financial health and generating metrics rep…
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| 59772 |
painprep-mcp-server
Claim
Interventional pain medicine MCP: Medicare checklists, CPT/ICD-10, ASRA, prior-…
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| 59773 |
mcp-x402-accept
Claim
Self-hosted MCP proxy that puts an x402 paywall in front of an existing MCP ser…
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| 59774 |
Trino MCP Server
Claim
Enables executing SQL queries on Trino clusters via MCP, supporting multiple au…
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| 59775 |
Account Pool
Claim
Exclusive, crash-safe leases on a pool of test accounts for parallel agent QA r…
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| 59776 |
ts-mcp-meta
Claim
Aggregates tools from multiple MCP servers, generates TypeScript definitions, a…
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| 59777 |
mori
Claim
Mori (森) is a shared memory layer for AI coding agents — one that compounds.
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| 59778 |
Zfuzz
Claim
Real security scanners for AI coding agents — SAST (441 rules), secret detectio…
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| 59779 |
Give AI agents access to Gmail, Calendar, Drive, and more — multi-account, mani…
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| 59780 |
uni-mcp-gateway
Claim
A unified MCP gateway that aggregates multiple MCP servers and API plugins behi…
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| 59781 |
engram
Claim
Local-first persistent memory for AI agents — SQLite + local embeddings, MCP-na…
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| 59782 |
Site Audit Pro
Claim
Website audit tool for small businesses. Built in the Pacific Northwest, servin…
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| 59783 |
mcp-server-zendesk
Claim
Enables AI assistants to search tickets, manage tags, create tickets, inspect a…
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| 59784 |
Time Tracking MCP
Claim
Enables natural language time tracking through Claude with markdown file storag…
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| 59785 |
quiz-it
Claim
Provides 100 IT/programming quiz questions with tools to retrieve questions by …
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| 59786 |
ls-search
Claim
Disposable private vector search + semantic RAG for AI agents. x402 pay-per-cal…
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| 59787 |
Enables AI agents to automate Adobe Illustrator, converting bitmap artwork into…
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| 59788 |
Execute code in isolated cloud containers. Supports Python, JavaScript, Bash, a…
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| 59789 |
mcp-seo-audit
Claim
Technical SEO site audit MCP: health score, issues, robots, sitemap, JSON-LD.
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| 59790 |
RLM-MCP
Claim
Implements the Recursive Language Model pattern, enabling LLMs to process arbit…
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| 59791 |
agent-loop-detector
Claim
Cloudflare Workers MCP server: agent-loop-detector
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| 59792 |
reqif-mcp
Claim
An MCP server for requirements engineering that allows loading ReqIF baselines …
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| 59793 |
vonage-mcp-server
Claim
MCP server that provides SMS sending, CSV bulk SMS, and voice calling capabilit…
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| 59794 |
voice-quality-api
Claim
Measure voice/VoIP path quality -> estimated MOS + live network metrics
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| 59795 |
getMe MCP Server
Claim
An MCP server that exposes getMe key-value operations as MCP tools
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| 59796 |
gitlab-mcp
Claim
Enables natural language interactions with GitLab via Claude Code, supporting M…
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| 59797 |
AI/LLM agent output audit MCP: policy eval, tamper-evident chain, AI safety, x4…
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| 59798 |
obsidian-mcp-fast
Claim
Highly-performant MCP server for Obsidian vaults enabling sub-millisecond retri…
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| 59799 |
converly
Claim
Set up and manage conversion tracking by chatting with your AI assistant.
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| 59800 |
FL Studio MCP Server
Claim
Enables AI assistants to control FL Studio on Windows through a local MCP serve…
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