MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 0 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44151 |
Parse receipts & invoices into structured JSON. Pay per call in USDC (x402 on B…
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| 44152 |
msbuild-mcp-server
Claim
Enables building MSBuild projects and solutions by dynamically locating MSBuild…
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| 44153 |
Run accessibility, contrast, and design token audits and file QA issues from yo…
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| 44154 |
android-adb-mcp
Claim
An MCP server that wraps Android ADB functionality into AI assistant tools, ena…
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| 44155 |
MCP server with session-based authentication for AI assistants, providing secur…
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| 44156 |
Claude Chrome MCP
Claim
Enables MCP clients like Claude Desktop to automate and interact with claude.ai…
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| 44157 |
Scannd
Claim
Trigger security scans and read reports/vulnerabilities via the hosted Scannd A…
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| 44158 |
AWS MCP server — call any AWS API from AI assistants, with first-class SSO re-l…
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| 44159 |
Fact Verification MCP
Claim
Verify claims with verdict, confidence & cited sources; batch verify, source ch…
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| 44160 |
Academic peer-review, research-gap finding, journal recommender, and article wr…
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| 44161 |
phishfort-mcp
Claim
A security-first MCP server and paired agent skill for the PhishFort Unified Cl…
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| 44162 |
mcp.hosting — one install, all your MCP servers, managed from the cloud
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| 44163 |
microsoft-office-mcp
Claim
Enables creating PowerPoint presentations with ERD diagrams from text prompts b…
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| 44164 |
LinkedIn MCP Server
Claim
MCP server for posting to LinkedIn, managing drafts, scheduling, commenting, an…
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| 44165 |
line-oa-mcp-ultimate
Claim
Operate your LINE Official Account from any AI agent through natural language.
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| 44166 |
MCP Server My Lark Doc
Claim
Enables searching and retrieving content from Lark (Feishu) documents via MCP t…
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| 44167 |
VZT Video-Intel
Claim
Self-hosted video intelligence pipeline that turns video into structured, citab…
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| 44168 |
proxmox-mcp
Claim
Enables AI assistants to manage Proxmox VE virtual machines via MCP and OpenAPI…
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| 44169 |
An MCP server that enables querying Erick Wendel's contributions across platfor…
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| 44170 |
Yahoo Finance MCP Server
Claim
Enables AI assistants to access Yahoo Finance data including stock information,…
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| 44171 |
agent-walkie-talkie
Claim
Enables autonomous agent-to-agent communication between Claude Code instances u…
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| 44172 |
Faker MCP Server
Claim
Generates realistic, context-aware synthetic data for AI agents to populate dat…
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| 44173 |
fizzy-mcp
Claim
MCP server for Fizzy (Kanban tool by 37signals) that enables AI assistants to r…
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| 44174 |
ProtonScope
Claim
A lightweight MCP server providing AI agents a scoped, read-and-draft-only view…
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| 44175 |
NotifyMCP
Claim
Enables agents to publish messages to MQTT topics, which can be turned into pho…
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| 44176 |
weblens-mcp
Claim
Enables AI agents to fetch and render web pages (including JavaScript-heavy SPA…
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| 44177 |
memory-mcp-ce
Claim
Persistent semantic memory for AI agents using PostgreSQL and vector embeddings…
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| 44178 |
LM Studio MCP Server
Claim
Enables listing, loading, unloading, and configuring models in LM Studio via MC…
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| 44179 |
llm-vision-mcp
Claim
A TypeScript MCP server that gives text-only LLMs image understanding through S…
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| 44180 |
webmcp
Claim
MCP server for web search and content extraction using DuckDuckGo or SearXNG, w…
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| 44181 |
loggly-mcp-server
Claim
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| 44182 |
private-journal
Claim
A comprehensive MCP server that provides Claude with private journaling and sem…
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| 44183 |
FastMCP Server
Claim
A simple MCP server for task management with Bearer token authentication, suppo…
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| 44184 |
slack-fast-mcp
Claim
A Slack MCP server that gives AI assistants tools to read, search, and interact…
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| 44185 |
NIH Research MCP Demo
Claim
Enables interaction with synthetic NIH-style clinical research data through too…
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| 44186 |
otp-mcp
Claim
Enables querying self-hosted OpenTripPlanner for accurate transit routes via MC…
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| 44187 |
axur-mcp
Claim
MCP server for the Axur cybersecurity platform, providing read-only access to t…
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| 44188 |
Repo Recap
Claim
Enables Claude to query GitHub repositories in plain English, fetching recent a…
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| 44189 |
Fathom MCP Enhanced
Claim
Provides comprehensive MCP tools for Fathom.video meetings, including transcrip…
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| 44190 |
NomaCMS MCP Server
Claim
MCP server for NomaCMS. Manage collections, fields, content, and assets via AI …
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| 44191 |
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
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| 44192 |
A remote MCP server deployed on Cloudflare Workers with OAuth authentication, e…
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| 44193 |
ClickUp MCP Server
Claim
Enables natural language management of ClickUp workspaces, including task CRUD …
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| 44194 |
compaction-mcp
Claim
Brings Claude Code's context compaction to any MCP host, enabling agents to gau…
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| 44195 |
TeamCity MCP Server
Claim
Enables management of TeamCity CI/CD operations through natural language comman…
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| 44196 |
google-mail-mcp
Claim
Provides a standardized interface for interacting with Google Mail tools and se…
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| 44197 |
agent-memory
Claim
Provides long-term memory for AI agents with per-user scoped recall, ranking by…
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| 44198 |
mcp-lance-db
Claim
Enables storing and retrieving semantic memories using LanceDB vector database,…
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| 44199 |
ai-log-mcp-server
Claim
Enables querying and managing AI logs through tools like listing logs, retrievi…
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| 44200 |
f1-latest-cn-mcp
Claim
Enables AI assistants to query the latest F1 news from the official F1 website …
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