MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45251 N/A N/A 95
45252
CSOAI-ORG
AI-powered stock analyzer ai MCP server for agents. Supports analyze stock, cal…
N/A N/A
45253
aoyn1xw
firsty-mcp Claim
An MCP server that wraps the Firsty telecom API, allowing AI agents to manage e…
N/A N/A
45254
wernerglinka
Provides tools for scaffolding, validating, and maintaining Metalsmith plugins …
45255
austinzq
Enables Claude Code to control remote servers via SSH for automated deployment,…
N/A N/A
45256
eXpresser-UXM
Enables querying and managing daily store sales data stored in CSV files, inclu…
N/A N/A
45257
dEitY719
A powerful MCP server for summarizing YouTube videos with transcript fetching, …
N/A N/A
45258
AIsofialuz
Enables AI agents to store, search, and retrieve long-term memories with BM25 f…
N/A N/A
45259
MateoGonzalezGomez
ClimbMCP Claim
Enables Claude to access and search climbing book PDF chapters, with tools to l…
N/A N/A
45260
arielaizn
Connects to vibe-code-best-practices.vercel.app to index 817 tools across 185 s…
45261
JoniMartin27
inferbench Claim
InferBench's MCP server lets coding agents run, serve and benchmark local LLMs …
N/A N/A
45262
mrgoonie
decor-cli Claim
Enables decoration of images and videos with backgrounds, gradients, containers…
N/A N/A
45263
dataline-xyz
MCP server exposing read-only market data tools for crypto prices, funding rate…
45264
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
45265
colbymchenry
CodeGraph Claim
Supercharges AI coding agents with a pre-indexed semantic code graph, enabling …
N/A N/A
45266
Revens2
waw-mcp Claim
Gives AI agents a real email identity, OTP reading, autonomous signup, and MCP …
N/A N/A
45267
pipeworx-io
Web scraping and search MCP server that wraps Firecrawl API for URL discovery a…
45268
jaingxyz
WhatsApp MCP Claim
Enables MCP clients to list, read, search, and send WhatsApp messages via a per…
N/A N/A
45269
mikeslone-plusgrade
Travel-upgrade Q&A, live booking eligibility, and operator lookups for airline,…
45270
smithery
Scheduler Claim
Create cron triggers that fire at specific intervals and alarms to wake up your…
45271
efekucuk
Enables interaction with the Etherlink blockchain, including balance checks, tr…
45272
yoloyash
A self-hosted MCP server providing web search and URL fetching tools, running l…
N/A N/A
45273
Adise211
A Model Context Protocol (MCP) server that provides AI assistants with access t…
45274
cchen7
substack-mcp Claim
An MCP server that gives Copilot access to Substack posts from your authenticat…
N/A N/A
45275
APMC1
Pre-execution audit for autonomous agents. Independent receipt before irreversi…
N/A N/A
45276
lordhoell
An MCP server that exposes the complete DaVinci Resolve scripting API, enabling…
N/A N/A
45277
ApacheBin
xbtest Claim
N/A N/A 95
45278
dominique-boerner
An MCP server that helps AI assistants plan and document software features usin…
N/A N/A
45279
nmelo
Helps systematically refine vague ideas into well-structured prompts through gu…
N/A N/A
45280
us-all
Google Drive + Workspace MCP — 98 tools for Docs, Sheets, Slides, Shared Drives…
45281
helixbox
PubFi MCP Claim
Enumerate and inspect PubFi capabilities, then execute an exact selected route.
45282
Checkout-verified prices, stock, US FCC status and buy routes for humanoid and …
67
45283
officechbusinessservices-creator
A personal code snippet library for Claude, enabling saving, searching, and man…
N/A N/A
45284
richard-luc
Enables AI tools to create, edit, and inspect KiCAD schematic files, including …
N/A N/A
45285
guptaprakhariitr
Enables Indic-language transliteration and normalization of Indian names and ad…
45286
jordan23wagner-ops
MCP server that analyzes job descriptions for ATS compatibility, red flags, sal…
45287
mohamedhafez87
Provides tools to view operational state and change configuration of Nokia SR O…
45288
alexander-kastil
smithery Claim
N/A N/A 95
45289
DaveFan-NCHC
Provides aerodynamic analysis tools through MCP, enabling geometry generation, …
45290
SCV-Consultants
selenium-mcp Claim
A production-ready MCP server that exposes Selenium 4 browser automation as MCP…
N/A N/A
45291
aturio
Search Indonesian regulations from any MCP-compatible AI assistant. Pasal.id g…
81
45292
pipeworx-io
Enables querying the abuse.ch MalwareBazaar database for malware samples by tag…
45293
DevCraftXCoder
SIEMen Claim
Enables AI agents to read, write, and search security findings, engagement memo…
45294
Jeanivy
Shopify MCP Claim
Read-only Shopify Admin API MCP server for business reporting, exposing tools l…
45295
vdanen
osidb-mcp Claim
MCP server for OSIDB (Red Hat Product Security's vulnerability management syste…
45296
mingtian6000
Enables interaction with Jenkins CI jobs, including triggering and stopping bui…
45297
jpzip
Enables to look up Japanese postal codes, convert zipcodes to addresses, search…
45298
ghensley
Provides circuit simulation capabilities via MCP, enabling creation, simulation…
N/A N/A
45299
tivaliy
mcp-xray Claim
A lightweight server that bridges the MCP protocol with the Atlassian Jira Xray…
45300
c-sakel
Enables AI assistants to manage WordPress content, design, SEO, WooCommerce, an…
Showing 45251–45300 of 67197 servers
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