MCP Server Quality Scores

Independent quality analysis of 43365 public MCP servers

43365
Discovered
29451
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43151
wspotter
Enables semantic search across multiple knowledge datasets using FAISS vector e…
N/A N/A 95
43152
TPEmist
pop-pay Claim
Project Point One Percent - Agent Pay \[pop-pay] is a payment guardrail and one…
81
43153
shufl9dka
Provides tools for web, image, generative search, and Wordstat keyword statisti…
43154
gujung9139
sebit-mcp Claim
N/A N/A 95
43155
fastmcp-me
A unified MCP server for biomedical research that connects AI systems to resour…
43156 N/A N/A 95
43157
igalarzab
MCP server for checking historical weather data for cities using OpenWeather AP…
43158
lazymac2x
Cloudflare Workers MCP server: embedding-search
43159
elementalcollision
An AI-assisted, long-term memory system for IDEs, powered by Kuzu graph databas…
43160
noahgift
pmcp Claim
High-quality Rust SDK for Model Context Protocol (MCP) with full TypeScript SDK…
N/A N/A 95
43161
co-browser
browser-use packaged as an MCP server with SSE transport. includes a dockerfile…
N/A N/A 95
43162
E-ditital1000
kolokwa_connect Claim
N/A N/A 95
43163
ruixingshi
Leverage Deepseek's reasoning capabilities to enhance your AI interactions. Acc…
N/A N/A 95
43164
simple_mcp_http Claim 1
A Test MCP server that provides tools, promts and resources
N/A N/A 76
43165
cantiandotai
cantianai_1 Claim
N/A N/A 95
43166
matthewdtowles
MCP server for I Want My MTG that enables conversational search of Magic: The G…
43167
lovieco
Lovie Company Formation MCP is for AI coding tools. Form companies, manage bank…
43168
funky1688
Transforms any website's documentation into an MCP-compatible interactive knowl…
81
43169
robertsfeir
mybrain Claim
A personal knowledge base MCP server with semantic search, storing thoughts in …
43170
a2345sooted
Helps users decide what to eat by randomly selecting meals from a database of 1…
81
43171
rafaellopes
MCP server exposing 95 categories of independent work, freelance, gig and side-…
43172
botoi
Botoi MCP Claim
49 developer utility tools for AI assistants. DNS lookup, WHOIS, IP geolocation…
81
43173
InvariantHoldings
A stateful Model Context Protocol server for interactive Agda proof development…
N/A N/A
43174
antoinefamibelle
Ghost MCP Claim
Enables AI assistants to manage Ghost CMS content including posts, members, use…
43175
briangaoo
whoop-mcp Claim
Full read + write access to your Whoop fitness data via the private iOS API. 48…
N/A N/A
43176
metaplex-foundation
Provides basic Solana RPC methods and prompts for AI models to interact with th…
43177
flamekk
Demonstrates an MCP server with calculate and text_stats tools over Streamable …
43178
stuartphilp
Enables interaction with Incident.io to manage incidents, severities, and healt…
43179
mothanaprime
MCP server for portfolio rotation analysis. Score holdings and candidates acros…
43180
cyanheads
Browse and query the EIA API v2 — electricity, petroleum, natural gas, coal, fo…
N/A N/A
43181
carsonlabs
Waterfall lead enrichment for AI agents. Cascades through Apollo, Clearbit, and…
43182
harrisboatworks
Live Mercury outboard data and CAD quote builder from a Mercury Platinum Dealer…
43183
cg3
Prior Claim
Prior is a shared knowledge base where AI agents exchange proven solutions. Whe…
81
43184
yuyao1999
RT-Prompt Claim
Provide specialized prompt engineering suggestions to enhance LLM-generated con…
N/A N/A 95
43185
hello-vjvd
Bespoke cricket travel specialist with two decades of experience. Search tours,…
N/A N/A 95
43186
crims0n
nwtools-mcp Claim
Provides accurate IPv4 subnet and address tools for LLMs using Python's ipaddre…
43187
ajdoyl2
Provides intelligent dbt assistance through Claude Code integration, enabling u…
N/A N/A 95
43188
auraweon7-ship-it
Enables Claude to search and analyze Korean academic papers using the Korea Cit…
81
43189
xiangzhicjm-cyber
cjm_test Claim
N/A N/A 95
43190
sjsone
SJS.Neos.MCP Claim
Core MCP server implementation for Neos CMS 9.x, enabling interaction with Neos…
43191
miloudbelarebia
MCPSentry Claim
The MCP bridge that audits your routes before exposing them to LLMs and blocks …
43192
megaease
Enables middleware management, information checking, backups, and node-level op…
43193
brynnjocelyn
Enables LLMs to manage PocketBase databases with comprehensive CRUD, authentica…
43194
samueljayasingh
Stitch-MCP Claim
An MCP server that exposes Google Stitch's AI-powered UI design capabilities as…
43195
Personalcreativelda
A TypeScript implementation of a Model Context Protocol server that uses Server…
N/A N/A 95
43196
Uhalf-y
MCP-123 Claim
A lightweight implementation that provides the simplest way to set up an MCP se…
N/A N/A 95
43197
VapiAI
Integrate your applications with Vapi APIs through seamless function calling. E…
N/A N/A 95
43198
1AQuantum
Provides AI assistants with advanced frontend debugging capabilities through 36…
N/A N/A 95
43199 N/A N/A 95
43200
sosacrazy126
Enable AI agents to perform advanced code search and querying across repositori…
N/A N/A 95
Showing 43151–43200 of 43365 servers
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