MCP Server Quality Scores

Independent quality analysis of 43459 public MCP servers

43459
Discovered
29460
Scored
2111
Verified
16952
Complete

Last updated 2 hours, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41101
handaas
Enables real-time monitoring and analysis of enterprise public opinion with sen…
41102
njfsmallet-eng
Enables semantic search over TwinCAT 3 documentation using natural language que…
N/A N/A
41103
lancedb
A basic serverless MCP server using LanceDB to store and retrieve documents via…
N/A N/A
41104
harrison
ai-counsel Claim
🐍 🏠 🍎 🪟 🐧 - Deliberative consensus engine enabling multi-round debate between A…
N/A N/A 95
41105
SiliconAnalysts
Semiconductor data: AI accelerator costs, HBM, wafer pricing, packaging, chip c…
41106
borgius
Enables AI assistants to search for jobs across multiple platforms (Indeed, Lin…
41107
alias8818
Enoch Claim
Operate an Enoch control plane through MCP tools
N/A N/A
41108
amrendra05
Enables browser automation and web interaction through structured accessibility…
81
41109
Abraxas1010
Secure USDC payments for AI agents on Base blockchain with budget controls and …
N/A N/A 83
41110
SiwuXue
ziwei-mcp Claim
A professional Ziwei Doushu (Purple Star Astrology) MCP server that generates a…
N/A N/A
41111
mockzilla
Mockzilla Claim
MCP server for mockzilla. Lets coding agents (Claude Desktop, Cursor, etc.) ins…
41112
vinitshahdeo
rewind-mcp Claim
Enables developers to recover their working context after interruptions by anal…
N/A N/A
41113
0N3X-Tech
cpcmcp Claim
N/A N/A 95
41114
cmmvio
cmmv-mcp Claim
Enables standardized interactions between LLMs and CMMV applications using the …
41115 N/A N/A 95
41116
ThuRealPapi27
A serverless AI-powered system built with Cloudflare Workers that handles multi…
N/A N/A 95
41117
opensensor
Enables AI assistants to interact with Netflix Conductor Workflow Engine for tr…
81
41118
omniwaifu
MCP server that wraps TaskWarrior command-line tool. Provides 22 tools for task…
N/A N/A
41119
cloud
brickdocs Claim
N/A N/A 95
41120
emceeKim
Korea's first legally-safe (Capital Markets Act compliant) finance MCP. 15 tool…
N/A N/A
41121
bigbabyfilmrentals-tech
Enables agents to manage and organize local documents by listing, inspecting, e…
41122
gott150
obsidian-mcp Claim
N/A N/A 95
41123
micah-nettey
mcp Claim
Inspect and manage Verlon AI gates, logs, recommendations, and experiments from…
N/A N/A 83
41124
formegifts
MCP server for the forme.gifts wishlist app that enables managing wishlists and…
41125
axel-belfort
Web capture API for AI agents. Take full-page screenshots (PNG/JPEG/WebP) and g…
81
41126
simplemindedbot
mnemex Claim
Temporal memory for AI with decay and reinforcement. Two-layer storage (JSONL +…
N/A N/A 95
41127
praseodeveloper
Exposes tools to calculate powers (square, cube, etc.) of a number via stdio or…
41128
Arkya-AI
Anchor MCP Claim
Provides persistent, local-first long-term memory for LLMs using Voronoi-partit…
N/A N/A 95
41129
kesslerio
Attio CRM Claim
Streamline your Attio workflows using natural language to search, create, updat…
N/A N/A 95
41130
mikegaruccio
Navigate and query OpenAPI specs with fuzzy search, pagination, and API testing
N/A N/A 95
41131
1600822305
A Chrome DevTools Protocol-based MCP server that enables AI coding assistants t…
N/A N/A
41132
null
Canvas Claim
Canvas MCP is a collection of Canvas LMS tools for the model context protocol. …
81
41133
McSlaine
AI agent access to website analytics, session replay, and anomaly detection.
N/A N/A 83
41134
1Utkarsh1
Catch stdout pollution and handshake failures in MCP stdio servers before clien…
N/A N/A
41135
Prompeteer
server Claim
N/A N/A 95
41136 N/A N/A 95
41137
sunhye
Get real-time weather conditions and short-term forecasts across Korea. Check t…
N/A N/A 95
41138
cyanheads
Fetch US Bureau of Labor Statistics data — CPI, unemployment, wages, JOLTS, and…
N/A N/A
41139
vmunagalatrifinlabs
salesroom Claim
N/A N/A 95
41140 N/A N/A 95
41141
hassav19-40y9
Teardrop Claim
Streaming AI agent API built on LangGraph. Implements AG-UI, A2A, MCP, and x402…
81
41142
Intra-Pay
Enables Pix payment operations (cash-in/cash-out) and webhook management for In…
41143
iflow-mcp
Enables AI-powered IDEs to perform SEO research including backlink analysis, ke…
N/A N/A
41144
Adi-204
An MCP server for AsyncAPI that enables parsing, validation, linting, conversio…
N/A N/A
41145
renatco
ClickUp MCP Claim
Enables AI assistants to interact with ClickUp workspaces through natural langu…
81
41146
Rumblingb
search for best places to rent
41147
CSOAI-ORG
Enables text-to-speech, voice cloning, audio generation, and transcription usin…
41148
rdone4425
An MCP server enabling AI assistants to store, retrieve, and manage contextual …
N/A N/A 95
41149
axel-belfort
NFT metadata lookup API for AI agents. Get name, image URL, attributes, descrip…
81
41150
shaqmughal
seekstone Claim
MCP Server for Obsidian.
N/A N/A
Showing 41101–41150 of 43459 servers
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