MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43051
pipeworx-io
Football-Data.org MCP — soccer competitions, matches, standings
43052
Heretek-RE
re-dotnet Claim
MCP server for .NET assembly analysis. Vendor-neutral wrapper around AsmResolve…
N/A N/A
43053
huangmy157
shop Claim
N/A N/A 95
43054
Security scanning and trust verification for AI agent tools.
N/A N/A 81
43055
hwyang2003
Enables speech-to-text transcription and summarization of lecture audio using N…
N/A N/A
43056
nahdd123uosackr
nahdd123 Claim
N/A N/A 95
43057
sourjya
TracePulse Claim
Runtime feedback MCP server for AI coding agents. It watches dev server logs, p…
N/A N/A
43058
node2flow-th
MCP server for managing Google Sheets via 23 tools, enabling read/write, format…
43059 N/A N/A 95
43060
CSOAI-ORG
AI-powered stock analyzer ai MCP server for agents. Supports analyze stock, cal…
N/A N/A
43061
aoyn1xw
firsty-mcp Claim
An MCP server that wraps the Firsty telecom API, allowing AI agents to manage e…
N/A N/A
43062
wernerglinka
Provides tools for scaffolding, validating, and maintaining Metalsmith plugins …
43063
austinzq
Enables Claude Code to control remote servers via SSH for automated deployment,…
N/A N/A
43064
lucaspsantana
Custom MCP server integrating ClickUp tasks and docs/wikis via REST API with Pe…
43065
smith-horn
Skillsmith Claim
An agent skill discovery, recommendation, and management system for MCP-compati…
N/A N/A
43066
timkulbaev
mcp-gmail Claim
Full Gmail operations via Unipile API: send, reply, list, read, delete, search,…
81
43067
lm203688
AIShield Claim
Scans MCP servers and AI tools for security risks, providing 4-dimensional scor…
43068
eXpresser-UXM
Enables querying and managing daily store sales data stored in CSV files, inclu…
N/A N/A
43069
dEitY719
A powerful MCP server for summarizing YouTube videos with transcript fetching, …
N/A N/A
43070
AIsofialuz
Enables AI agents to store, search, and retrieve long-term memories with BM25 f…
N/A N/A
43071
MateoGonzalezGomez
ClimbMCP Claim
Enables Claude to access and search climbing book PDF chapters, with tools to l…
N/A N/A
43072
arielaizn
Connects to vibe-code-best-practices.vercel.app to index 817 tools across 185 s…
43073
JoniMartin27
inferbench Claim
InferBench's MCP server lets coding agents run, serve and benchmark local LLMs …
N/A N/A
43074
mrgoonie
decor-cli Claim
Enables decoration of images and videos with backgrounds, gradients, containers…
N/A N/A
43075
dataline-xyz
MCP server exposing read-only market data tools for crypto prices, funding rate…
43076
thryxagi
obsd-launchpad Claim 1
MCP server for AI agents to deploy tokens on Base. One command launch, earn OBS…
N/A N/A 75
43077
colbymchenry
CodeGraph Claim
Supercharges AI coding agents with a pre-indexed semantic code graph, enabling …
N/A N/A
43078
jbertus
openart-mcp Claim
Automates OpenArt.ai character and video workflows using Playwright, exposing t…
N/A N/A
43079
MyronKoch
Enables AI systems to interact with the XRP Ledger Testnet, supporting XRP paym…
43080
Rheosoph
flow-like Claim
Flow-Like: Strongly Typed Enterprise Scale Workflows. Built for scalability, sp…
N/A N/A
43081
shemshallah
Agent-native post-quantum blockchain. 11 tools: send, balance, quantum oracle m…
43082
Revens2
waw-mcp Claim
Gives AI agents a real email identity, OTP reading, autonomous signup, and MCP …
N/A N/A
43083
pipeworx-io
Web scraping and search MCP server that wraps Firecrawl API for URL discovery a…
43084
jaingxyz
WhatsApp MCP Claim
Enables MCP clients to list, read, search, and send WhatsApp messages via a per…
N/A N/A
43085
mikeslone-plusgrade
Travel-upgrade Q&A, live booking eligibility, and operator lookups for airline,…
43086
smithery
Scheduler Claim
Create cron triggers that fire at specific intervals and alarms to wake up your…
43087
efekucuk
Enables interaction with the Etherlink blockchain, including balance checks, tr…
43088
yoloyash
A self-hosted MCP server providing web search and URL fetching tools, running l…
N/A N/A
43089
Adise211
A Model Context Protocol (MCP) server that provides AI assistants with access t…
43090
cchen7
substack-mcp Claim
An MCP server that gives Copilot access to Substack posts from your authenticat…
N/A N/A
43091
ronier83
Enables secure management of CTERA Portal file systems and administration throu…
81
43092
connectimtiazh
Gives AI agents persistent memory with bi-temporal tracking, automatically extr…
81
43093
APMC1
Pre-execution audit for autonomous agents. Independent receipt before irreversi…
N/A N/A
43094
lordhoell
An MCP server that exposes the complete DaVinci Resolve scripting API, enabling…
N/A N/A
43095
ApacheBin
xbtest Claim
N/A N/A 95
43096
jasonkim8652
An MCP server that gives LLM agents access to computational protein design tool…
43097
ismailcankaratas
mcp-mssql Claim
Enables natural language to SQL queries on MSSQL databases via Claude, with saf…
N/A N/A
43098
dominique-boerner
An MCP server that helps AI assistants plan and document software features usin…
N/A N/A
43099
nmelo
Helps systematically refine vague ideas into well-structured prompts through gu…
N/A N/A
43100
us-all
Google Drive + Workspace MCP — 98 tools for Docs, Sheets, Slides, Shared Drives…
Showing 43051–43100 of 67197 servers
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