MCP Server Quality Scores

Independent quality analysis of 33537 public MCP servers

33537
Discovered
26720
Scored
1664
Verified
16957
Complete

Last updated 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
31101
Pyda-AI
Enables AI assistants to execute PromQL queries and discover metrics within AWS…
81
31102 N/A N/A 95
31103
owenjeon
test Claim
N/A N/A 95
31104
abmeter
ABMeter Claim
Feature flagging and A/B testing platform with AI-first experimentation workflo…
31105
getcroissant
croissant Claim
Search and book coworking spaces and conference rooms via Croissant.
N/A N/A 83
31106
pipeworx-io
nouel Claim
Nobel MCP — wraps the Nobel Prize API v2 (free, no auth)
31107
cloudflare
Digital Experience Monitoring. Get insight on critical application performance …
31108
codespar
mcp-wompi Claim
Wompi — Colombian payment gateway (by Bancolombia)
N/A N/A
31109
scrapelab
Enables undetectable web scraping and browser automation for AI agents with 84 …
N/A N/A
31110
bgpt
BGPT MCP API Claim
Search scientific papers with raw experimental data extracted from full-text st…
N/A N/A 95
31111
thechrisgrey
mcp Claim
Search Christian Perez's blog, read posts, and ask about his work, podcast, and…
31112
ragalgo
ragalgo Claim
Get scored daily context for Korean stocks and crypto to reduce hallucinations …
N/A N/A 95
31113
iamevandrake
Analyze any company's identity. Get a Soul Score, dimension scores, a soul.md, …
N/A N/A 83
31114
31115
axel-belfort
Lorem Ipsum placeholder text generator API for AI agents. Generate paragraphs, …
31116
saveomargaya2015
voxpact Claim
MCP server exposing 10 tools for interacting with the Voxpact AI agent marketpl…
31117
xiaobenyang-com
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。
N/A N/A 95
31118
gefsikatsinelou
Open-source metasearch backend, MCP server, and AI search API for LLM agents. P…
N/A N/A
31119 N/A N/A 95
31120
hotlogin-browser
hotlogin-mcp Claim
MCP server for HotLogin Local API that enables AI agents to manage browser envi…
N/A N/A
31121
agent1st-ads-mcp
Nolas-Shadow Claim
MCP server that lets AI agents launch and manage Meta + TikTok ad campaigns aut…
N/A N/A
31122
Rovemark
An MCP server that provides persistent, cross-session memory and team knowledge…
31123
sandeep1995
SlateHut Claim
AI website builder (Wix/Framer alt). SlateHut MCP over HTTP: tools, schemas. Be…
31124
nexbid
Agentic commerce infrastructure for AI agents. MCP-native product discovery, co…
31125
dotgc
Facilitate comprehensive due diligence processes by integrating and automating …
N/A N/A 95
31126
stylemi-co
google-ads Claim
Google Ads MCP server — manage campaigns, keywords, and metrics.
31127
SmashToes
Real-time financial market data MCP server. Stocks, crypto, technicals, sentime…
N/A N/A 95
31128
yuhuison
wiki-mcp Claim
N/A N/A 95
31129
Auxin-io
Generate secure Java code for common tasks and patterns. Apply best practices t…
N/A N/A 95
31130
swesmith-repos
MCP Solver Claim 1
An MCP server that enables Large Language Models to interactively create, edit,…
N/A N/A 95
31131
srthkdev
A Model Context Protocol server that enables AI assistants to access and query …
31132
codedrop-codes
Refactory Claim
Hybrid code decomposition — AI plans module boundaries, deterministic engine ha…
N/A N/A
31133
leo-runningcoach
Coach Leo Claim
AI running coach powered by Strava data, science-backed training plans, and com…
31134
Kastalien-Research
[NOTE: Thoughtbox temporarily may not maintain connectivity over Smithery as we…
N/A N/A 95
31135
samihalawa
Enable seamless interaction with the Wuolah platform to post educational conten…
N/A N/A 95
31136 N/A N/A
31137
blackwell-systems
agent-lsp Claim
Stateful LSP runtime for AI agents — 50+ tools across 30+ languages via MCP.
N/A N/A
31138
maximumsats
Maximum Sats Claim
Access deep insights and statistics for Bitcoin, the Lightning Network, and the…
31139 N/A N/A
31140
NimbleBrainInc
Enables comprehensive Asana workspace management through natural language, supp…
81
31141
tmbot12
Real-time prediction market consensus data for AI agents. Aggregates probabilit…
31142
Foundation discovery and grant intelligence for nonprofits. 174K+ US funders, I…
31143
masayukick
A serverless MCP (Model Context Protocol) implementation on Cloudflare Workers …
81
31144
gaudiolab-jp
Audio AI API for stem separation (vocal, drum, bass, guitar, piano), DME separa…
31145
Rengon0x
Solana on-chain intelligence — token scans, wallet profiling, bundle detection,…
31146
1luvc0d3
metabase-mcp Claim
MCP server connecting Claude to Metabase with 28 tools for natural language dat…
N/A N/A
31147
CindyGao8
An MCP server that enables the analysis of CSV and Parquet files by providing t…
N/A N/A
31148
itsjoe18
skillsyncai Claim
N/A N/A 95
31149
mailwarm
mailx-tools Claim
Mailx Tools is an MCP server that gives AI agents a complete email-deliverabili…
31150
mymcp
hexstrike-ai Claim
N/A N/A 95
Showing 31101–31150 of 33537 servers
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