MCP Server Quality Scores
Independent quality analysis of 64186 public MCP servers
Last updated 2 hours, 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 61401 |
vk-ads-mcp
Claim
MCP server for VK Ads API enabling management of campaigns, ads, statistics, ta…
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| 61402 |
decibel-shield
Claim
Noise data tools: city noise rankings, decibel levels of common sounds, NIOSH s…
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| 61403 |
Real estate market intelligence, financial calculators, and capital advisory to…
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| 61404 |
Interminal
Claim
Lightweight MCP server providing terminal access (SSH & local shells) for AI as…
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| 61405 |
Teardrop
Claim
Teardrop is the native economic layer for AI agents, providing a robust suite o…
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| 61406 |
NodeSeek MCP Server
Claim
An MCP server enabling LLMs to interact with the NodeSeek forum, supporting acc…
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| 61407 |
Via
Claim
Enables routing context and execution across AI tools like Claude, Cursor, Wind…
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| 61408 |
mcpgrowcrm1
Claim
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| 61409 |
ie-eli-mcp
Claim
An MCP server that provides access to the Irish Statute Book, enabling retrieva…
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| 61410 |
outlook-mcp
Claim
MCP server for sending and managing Microsoft Outlook email via the Microsoft G…
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| 61411 |
symfony-php-mcp
Claim
A production-ready Model Context Protocol (MCP) server that bridges your Symfon…
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| 61412 |
Agentic pipeline — 39 tools from idea to revenue for solo founders.
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| 61413 |
Enables accessibility testing using Playwright and Axe, allowing users to scan …
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| 61414 |
instagram-personal-mcp
Claim
An MCP server that wraps instagrapi to read, engage, and send DMs from a person…
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| 61415 |
Glashaus — IPFS Pinning
Claim
Pin files and websites to IPFS from Claude. x402 USDC payments on Base — no acc…
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| 61416 |
vasttrafik-mcp-server
Claim
Greet anyone by name with friendly, customizable salutations. Learn the origin …
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| 61417 |
events-mcp
Claim
Discover tech events, startup meetups, AI events across 8 cities — including hi…
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| 61418 |
dataforseo-mario
Claim
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| 61419 |
claude-amplifier
Claim
Persistent memory + decision tracking for Claude across sessions. Local SQLite,…
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| 61420 |
lm-mcp-server
Claim
Enables Claude to read CRM data and propose actions (bid changes, budget shifts…
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| 61421 |
mrt-fe-review-washer
Claim
A Korean-centric MCP server for storing code review results and managing tasks,…
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| 61422 |
Prolog MCP Server
Claim
Enables LLMs to define Prolog facts and rules and execute queries via SWI-Prolo…
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| 61423 |
pubmed-search
Claim
Search PubMed and summarize biomedical literature, designed for AI health agent…
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| 61424 |
n2-qln
Claim
QLN is a semantic tool router that enables AI agents to access thousands of too…
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| 61425 |
mcp-server
Claim
Production-ready TypeScript MCP server exposing utility, GitHub, and Microsoft …
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| 61426 |
FormIO MCP Server
Claim
Enables AI agents to interact with the FormIO API for dynamic form creation, su…
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| 61427 |
mcp-python-repl
Claim
A production-grade MCP server providing a persistent Python REPL with multi-ses…
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| 61428 |
ideb-mcp
Claim
Exposes Brazilian education data (IDEB) by municipality for consultation via Cl…
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| 61429 |
A Model Context Protocol server that lets LLM clients answer business questions…
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| 61430 |
slite-mcp
Claim
Integrates with Slite's API to search, retrieve, create, and edit notes via the…
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| 61431 |
KiroStats
Claim
Real-time credit usage and session tracking for Kiro IDE, reading from local st…
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| 61432 |
mcp-release-guardian
Claim
Validates release hygiene in local repositories with network-free, read-only to…
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| 61433 |
mcp-spotify
Claim
Enables AI agents to create, manage, and populate Spotify playlists using the S…
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| 61434 |
vivado-mcp
Claim
A minimal MCP server that provides 25 tools and 5 hooks to control Xilinx Vivad…
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| 61435 |
MCP Expertise Toolkit
Claim
A template for building MCP servers that codify domain expertise into AI-access…
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| 61436 |
yagoo-mcp-server
Claim
Enables AI agents to discover and recommend other agents through a searchable d…
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| 61437 |
labor-market-mcp-server
Claim
Provides access to worldwide labor market data including unemployment, wages, a…
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| 61438 |
Finance MCP Server
Claim
Enables fetching financial statements (Income Statement, Balance Sheet, Cash Fl…
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| 61439 |
Searches AustLII for Australian legislation and case law, enabling AI agents to…
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| 61440 |
Trading 212 MCP Server
Claim
An MCP server that wraps the Trading 212 Public API, enabling AI agents to inte…
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| 61441 |
MCP Server Node
Claim
A Node.js MCP server example with user management, task management, and calcula…
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| 61442 |
GraphRAG MCP
Claim
A local-first MCP server that transforms crypto whitepapers into a knowledge gr…
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| 61443 |
mcp-google-multi
Claim
Gives MCP clients access to Google Workspace (Gmail, Drive, Calendar, Sheets, D…
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| 61444 |
arcgis-kansas
Claim
Enables searching and querying Kansas State GIS open geospatial data (parcels, …
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| 61445 |
mcp-dm8-server
Claim
Provides table structure browsing and read-only query capabilities for DM8 data…
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| 61446 |
An MCP Server that autonomously debugs web applications with browser-use browse…
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| 61447 |
AgentsID Guard
Claim
MCP server that protects shell, file, database, git, and HTTP operations with p…
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| 61448 |
mcp-server-nmap
Claim
Enables network scanning and reconnaissance through MCP tools, leveraging nmap …
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| 61449 |
@looppause/mcp
Claim
Pauses AI agent execution and routes approval requests to humans via Slack or e…
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| 61450 |
premiere-pro-mcp
Claim
Makes Claude a real operator for Adobe Premiere Pro 2025, providing 59 tools to…
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