MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 2 hours, 59 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46101 |
CyberMem
Claim
Enables AI tools like Claude and Cursor to share persistent memory across sessi…
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| 46102 |
TS-MCP-Server
Claim
A TypeScript template for building MCP servers, enabling developers to create c…
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| 46103 |
Lightning-fast HTML generation from AI agents with 15 tools, 22 components, and…
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| 46104 |
A government-oriented MCP server implementing security controls for AegisReader…
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| 46105 |
Playwright & Appium test automation for Claude. Generate tests, diagnose failur…
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| 46106 |
AI Applyd
Claim
ATS resume scoring, interview prep, resume optimization, and job analysis. 10 t…
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| 46107 |
FinOpsGuard
Claim
MCP agent providing cost-aware guardrails for IaC in CI/CD with advanced policy…
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| 46108 |
Automatically starts a repo-aware MCP server for the current workspace, finds a…
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| 46109 |
Parse receipts & invoices into structured JSON. Pay per call in USDC (x402 on B…
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| 46110 |
msbuild-mcp-server
Claim
Enables building MSBuild projects and solutions by dynamically locating MSBuild…
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| 46111 |
Run accessibility, contrast, and design token audits and file QA issues from yo…
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| 46112 |
android-adb-mcp
Claim
An MCP server that wraps Android ADB functionality into AI assistant tools, ena…
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| 46113 |
MCP server with session-based authentication for AI assistants, providing secur…
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| 46114 |
Claude Chrome MCP
Claim
Enables MCP clients like Claude Desktop to automate and interact with claude.ai…
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| 46115 |
Scannd
Claim
Trigger security scans and read reports/vulnerabilities via the hosted Scannd A…
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| 46116 |
AWS MCP server — call any AWS API from AI assistants, with first-class SSO re-l…
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| 46117 |
Fact Verification MCP
Claim
Verify claims with verdict, confidence & cited sources; batch verify, source ch…
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| 46118 |
Academic peer-review, research-gap finding, journal recommender, and article wr…
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| 46119 |
phishfort-mcp
Claim
A security-first MCP server and paired agent skill for the PhishFort Unified Cl…
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| 46120 |
mcp.hosting — one install, all your MCP servers, managed from the cloud
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| 46121 |
microsoft-office-mcp
Claim
Enables creating PowerPoint presentations with ERD diagrams from text prompts b…
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| 46122 |
LinkedIn MCP Server
Claim
MCP server for posting to LinkedIn, managing drafts, scheduling, commenting, an…
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| 46123 |
line-oa-mcp-ultimate
Claim
Operate your LINE Official Account from any AI agent through natural language.
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| 46124 |
MCP Server My Lark Doc
Claim
Enables searching and retrieving content from Lark (Feishu) documents via MCP t…
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| 46125 |
VZT Video-Intel
Claim
Self-hosted video intelligence pipeline that turns video into structured, citab…
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| 46126 |
proxmox-mcp
Claim
Enables AI assistants to manage Proxmox VE virtual machines via MCP and OpenAPI…
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| 46127 |
An MCP server that enables querying Erick Wendel's contributions across platfor…
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| 46128 |
Yahoo Finance MCP Server
Claim
Enables AI assistants to access Yahoo Finance data including stock information,…
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| 46129 |
agent-walkie-talkie
Claim
Enables autonomous agent-to-agent communication between Claude Code instances u…
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| 46130 |
Faker MCP Server
Claim
Generates realistic, context-aware synthetic data for AI agents to populate dat…
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| 46131 |
fizzy-mcp
Claim
MCP server for Fizzy (Kanban tool by 37signals) that enables AI assistants to r…
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| 46132 |
ProtonScope
Claim
A lightweight MCP server providing AI agents a scoped, read-and-draft-only view…
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| 46133 |
NotifyMCP
Claim
Enables agents to publish messages to MQTT topics, which can be turned into pho…
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| 46134 |
weblens-mcp
Claim
Enables AI agents to fetch and render web pages (including JavaScript-heavy SPA…
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| 46135 |
memory-mcp-ce
Claim
Persistent semantic memory for AI agents using PostgreSQL and vector embeddings…
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| 46136 |
LM Studio MCP Server
Claim
Enables listing, loading, unloading, and configuring models in LM Studio via MC…
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| 46137 |
llm-vision-mcp
Claim
A TypeScript MCP server that gives text-only LLMs image understanding through S…
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| 46138 |
webmcp
Claim
MCP server for web search and content extraction using DuckDuckGo or SearXNG, w…
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| 46139 |
loggly-mcp-server
Claim
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| 46140 |
private-journal
Claim
A comprehensive MCP server that provides Claude with private journaling and sem…
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| 46141 |
FastMCP Server
Claim
A simple MCP server for task management with Bearer token authentication, suppo…
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| 46142 |
slack-fast-mcp
Claim
A Slack MCP server that gives AI assistants tools to read, search, and interact…
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| 46143 |
NIH Research MCP Demo
Claim
Enables interaction with synthetic NIH-style clinical research data through too…
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| 46144 |
otp-mcp
Claim
Enables querying self-hosted OpenTripPlanner for accurate transit routes via MC…
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| 46145 |
axur-mcp
Claim
MCP server for the Axur cybersecurity platform, providing read-only access to t…
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| 46146 |
Repo Recap
Claim
Enables Claude to query GitHub repositories in plain English, fetching recent a…
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| 46147 |
Fathom MCP Enhanced
Claim
Provides comprehensive MCP tools for Fathom.video meetings, including transcrip…
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| 46148 |
NomaCMS MCP Server
Claim
MCP server for NomaCMS. Manage collections, fields, content, and assets via AI …
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| 46149 |
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
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| 46150 |
A remote MCP server deployed on Cloudflare Workers with OAuth authentication, e…
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