MCP Server Quality Scores
Independent quality analysis of 33537 public MCP servers
Last updated 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 31101 |
Prometheus MCP Server
Claim
Enables AI assistants to execute PromQL queries and discover metrics within AWS…
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| 31102 |
pdf-reader-mcp
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| 31103 |
test
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| 31104 |
ABMeter
Claim
Feature flagging and A/B testing platform with AI-first experimentation workflo…
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| 31105 |
croissant
Claim
Search and book coworking spaces and conference rooms via Croissant.
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| 31106 |
nouel
Claim
Nobel MCP — wraps the Nobel Prize API v2 (free, no auth)
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| 31107 |
Digital Experience Monitoring. Get insight on critical application performance …
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| 31108 |
mcp-wompi
Claim
Wompi — Colombian payment gateway (by Bancolombia)
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| 31109 |
ScrapeLab MCP
Claim
Enables undetectable web scraping and browser automation for AI agents with 84 …
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| 31110 |
BGPT MCP API
Claim
Search scientific papers with raw experimental data extracted from full-text st…
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| 31111 |
mcp
Claim
Search Christian Perez's blog, read posts, and ask about his work, podcast, and…
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| 31112 |
ragalgo
Claim
Get scored daily context for Korean stocks and crypto to reduce hallucinations …
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| 31113 |
soulcraft-mcp
Claim
Analyze any company's identity. Get a Soul Score, dimension scores, a soul.md, …
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| 31114 |
mcp-nanobanana-pro
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| 31115 |
Lorem Ipsum placeholder text generator API for AI agents. Generate paragraphs, …
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| 31116 |
voxpact
Claim
MCP server exposing 10 tools for interacting with the Voxpact AI agent marketpl…
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| 31117 |
bingcn
Claim
使用必应搜索快速发现相关网页。获取完整网页内容以便深入分析与引用。加速调研、整理与引用流程。
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| 31118 |
MetaSearchMCP
Claim
Open-source metasearch backend, MCP server, and AI search API for LLM agents. P…
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| 31119 |
arxiv-retrive
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| 31120 |
hotlogin-mcp
Claim
MCP server for HotLogin Local API that enables AI agents to manage browser envi…
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| 31121 |
Nolas-Shadow
Claim
MCP server that lets AI agents launch and manage Meta + TikTok ad campaigns aut…
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| 31122 |
Logica Context
Claim
An MCP server that provides persistent, cross-session memory and team knowledge…
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| 31123 |
SlateHut
Claim
AI website builder (Wix/Framer alt). SlateHut MCP over HTTP: tools, schemas. Be…
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| 31124 |
agentic_commerce
Claim
Agentic commerce infrastructure for AI agents. MCP-native product discovery, co…
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| 31125 |
Due Diligence Scaffold
Claim
Facilitate comprehensive due diligence processes by integrating and automating …
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| 31126 |
google-ads
Claim
Google Ads MCP server — manage campaigns, keywords, and metrics.
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| 31127 |
market-data-mcp
Claim
Real-time financial market data MCP server. Stocks, crypto, technicals, sentime…
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| 31128 |
wiki-mcp
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| 31129 |
Java Code Generator
Claim
Generate secure Java code for common tasks and patterns. Apply best practices t…
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| 31130 |
An MCP server that enables Large Language Models to interactively create, edit,…
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| 31131 |
DBeaver MCP Server
Claim
A Model Context Protocol server that enables AI assistants to access and query …
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| 31132 |
Refactory
Claim
Hybrid code decomposition — AI plans module boundaries, deterministic engine ha…
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| 31133 |
Coach Leo
Claim
AI running coach powered by Strava data, science-backed training plans, and com…
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| 31134 |
Thoughtbox (beta)
Claim
[NOTE: Thoughtbox temporarily may not maintain connectivity over Smithery as we…
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| 31135 |
Enable seamless interaction with the Wuolah platform to post educational conten…
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| 31136 |
smartfarm-connect
Claim
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| 31137 |
agent-lsp
Claim
Stateful LSP runtime for AI agents — 50+ tools across 30+ languages via MCP.
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| 31138 |
Maximum Sats
Claim
Access deep insights and statistics for Bitcoin, the Lightning Network, and the…
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| 31139 |
spotify-mcp-ts
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| 31140 |
Asana MCP Server
Claim
Enables comprehensive Asana workspace management through natural language, supp…
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| 31141 |
meridian-edge-mcp
Claim
Real-time prediction market consensus data for AI agents. Aggregates probabilit…
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| 31142 |
foundation-discovery
Claim
Foundation discovery and grant intelligence for nonprofits. 174K+ US funders, I…
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| 31143 |
A serverless MCP (Model Context Protocol) implementation on Cloudflare Workers …
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| 31144 |
gaudio-developers-mcp
Claim
Audio AI API for stem separation (vocal, drum, bass, guitar, piano), DME separa…
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| 31145 |
Solana on-chain intelligence — token scans, wallet profiling, bundle detection,…
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| 31146 |
metabase-mcp
Claim
MCP server connecting Claude to Metabase with 28 tools for natural language dat…
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| 31147 |
MCP File Analyzer
Claim
An MCP server that enables the analysis of CSV and Parquet files by providing t…
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| 31148 |
skillsyncai
Claim
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| 31149 |
mailx-tools
Claim
Mailx Tools is an MCP server that gives AI agents a complete email-deliverabili…
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| 31150 |
hexstrike-ai
Claim
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