MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
58001
tejasvinu
mcp-slurm Claim
Enables AI assistants to manage SLURM HPC clusters via SSH. Supports job submis…
58002 N/A N/A 95
58003
paladinfi
**PaladinFi Swap** is a competitive multi-aggregator swap router for AI agents …
81
58004
janedouat
mcp-test-2 Claim
N/A N/A 95
58005
xiaobenyang-com
search-movie Claim
搜索电影和电视剧资源,快速找到最匹配的观看链接。验证链接可播放性,确保点开就能看。批量校验多个候选,节省筛选时间。
N/A N/A 95
58006
rom-baro
Security scanning for AI coding tools (Claude Code, Cursor, Windsurf) including…
N/A N/A
58007
agent-engineering-studio
Enables natural language interaction with a GeoServer instance for managing wor…
58008
mihirjoshi21
A Model Context Protocol (MCP) server that provides Confluence search functiona…
N/A N/A
58009
CSOAI-ORG
currency-converter-ai-mcp MCP server by MEOK AI Labs
N/A N/A
58010
zacfire
Web Reader Claim
Enables Claude and other LLMs to read and parse web content, with smart fallbac…
N/A N/A
58011
temurkhan13
An MCP server that surfaces scheduled-job state and detects silent failures (ex…
N/A N/A
58012
2389-research
agent-drugs Claim
Digital drugs that modify AI behavior through prompt injection, enabling agents…
58013 N/A N/A 95
58014
rodascaar
A multi-agent business intelligence server for E-commerce that leverages the QU…
N/A N/A
58015
andysalvo
Buy any x402 API or data on Base, Solana, Polygon. No wallet on the seller's ch…
N/A N/A
58016
Wakanlolz
memory-decay Claim
An MCP server that implements memory with decay mechanics, allowing AI agents t…
N/A N/A
58017
lbyxunxunnini
mcp-vision Claim
Enables image recognition and description using Kimi K2.5 (Infini-AI) via the r…
N/A N/A
58018
jidzhang
Enables AI assistants to read and write non-UTF-8 files (e.g., GBK, GB18030) on…
N/A N/A
58019
moonbirdai
Extends Puppeteer to enable digital marketing and SEO analysis, including detec…
N/A N/A
58020
weiting-tw
mcp-email Claim
MCP server that enables email management (send, read, search, delete, etc.) via…
N/A N/A
58021
ionnes69
Enables Poke to trigger outbound AI phone calls through Vapi telephony, using a…
58022
wikicious
Connects MCP-compatible AI assistants to the Wikicious V6 protocol on Arbitrum …
N/A N/A
58023
memetus
Provides Claude with access to blockchain data and market prices via the OKX AP…
58024
Browse Power BI workspaces, run DAX queries, and page through large results.
N/A N/A 81
58025
BuildPulseLLC
BuildPulse CI test analytics for AI agents — flaky tests, coverage, and CI run …
58026
sepfazeli
An MCP server that lets you log and query your own spending through natural con…
N/A N/A
58027
KeeVor
Enables AI assistants to directly query MySQL databases, list tables, and view …
N/A N/A
58028
davidmosiah
Astral MCP Claim
Precision-audited astrology MCP for natal charts, transits, synastry and moon p…
N/A N/A
58029
Arc Claim 1
Local hub your coding agents sign into: rooms, tasks, decisions, artifacts, mem…
N/A N/A 81
58030
jus1-c
Comprehensive forensic analysis MCP server enabling AI agents to analyze files,…
N/A N/A
58031
LNGU
Enables AI agents to deploy Power BI reports to Microsoft Fabric by automating …
58032
JilongSun
An MCP-native enterprise operations platform that unifies team management, prod…
58033
Para-FR
mcp-litmedia Claim
Exposes litmedia.ai text-to-image and image-to-video generation tools via MCP, …
58034
marklechner
Provides Claude Desktop with access to Kali Linux penetration testing tools via…
N/A N/A
58035
testopenai.1407
iototsample Claim
N/A N/A 95
58036
SatyamSingh8306
backend2mcp Claim
Automatically converts Python web backends (FastAPI, Flask, Django) into MCP se…
58037
none298-dotcom
Read-only MCP server: AI agents read your live MyLinedChart desktop chart conte…
N/A N/A
58038
scosemicolon
Block Lottos Claim
Safe Block Lottos MCP for Base tickets and Base or Polygon jackpot reads.
N/A N/A
58039
Docuplete
Docuplete automates document completion for businesses — PDF templates, client …
58040
echomodel
mcp-app Claim
Framework for building and running MCP servers as HTTP services. Define tools a…
58041
randallt21
An MCP server that integrates with Monarch Money to provide financial data acce…
N/A N/A
58042
standbyme626
Turn your Chrome browser into your intelligent assistant - Let AI take control …
N/A N/A
58043
Astrotomic
Archivist AI Claim
Official remote MCP server for Archivist AI TTRPG campaign memory: characters, …
58044
massdriver-cloud
Massdriver Claim
Manage the Massdriver infrastructure platform: projects, environments, deployme…
N/A N/A
58045
soapboxbuild
arcadia-mcp Claim
Connects to 7,000+ utilities to surface bill data, interval meter readings, and…
58046
easy1staking-com
An MCP server that provides AI assistants with searchable access to Cardano eco…
58047
gopls-mcp
gopls-mcp Claim 1
MCP server for golang projects development: Expand AI Code Agent ability bounda…
N/A N/A 95
58048
operasoftware
Enables AI coding assistants to control and inspect a browser via DevTools, wit…
N/A N/A
58049
ap311036
Safely schedule Outlook meetings on on-prem Exchange EWS with preview-confirmed…
N/A N/A
58050
saewoohan
Enables AI assistants to execute GraphQL queries and retrieve schema informatio…
Showing 58001–58050 of 67286 servers