MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 39 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35001
vedaterenoglu
Enables secure MCP server functionality with Clerk authentication and user-spec…
81
35002
BillNobill
Trello Model Context Protocol (MCP) Server for AI Agents
N/A N/A
35003
jadenmong
Enables AI assistants to access comprehensive Chinese financial market data inc…
35004
mcp Claim 1
Run accessibility, contrast, and design token audits and file QA issues from yo…
N/A N/A 81
35005
runnel
voog-mcp Claim
MCP server for Voog CMS enabling management of Liquid templates, pages, product…
35006
PRUVALEX-Systems
Enables Claude Code to query codebase knowledge graphs directly, reducing token…
N/A N/A
35007
mambalabsdev
11 Mamba Labs account-intelligence MCP tools in one server: identity, signals, …
N/A N/A 83
35008
FreeGuy-AI
A verified dependency-audit verdict any AI agent can call over MCP, not a raw s…
N/A N/A
35009
slawekradzyminski
Starter scaffold for a workshop to build an MCP API testing server, intended to…
N/A N/A
35010
exmuzzy
A comprehensive Model Context Protocol server for Jira Cloud integration, offer…
N/A N/A
35011
kd444
Enables secure read-only interactions with PostgreSQL databases through natural…
81
35012
Perufitlife
MCP server for Appwrite security audits that scans permissions and provides str…
35013
jgalea
mailbox-mcp Claim
Give your AI tools access to your email. Search, read, send, and manage message…
N/A N/A
35014
silverdolphin863
Syncs Claude Code sessions between machines with end-to-end encryption using a …
N/A N/A
35015
MCP server for R package development using usethis, devtools, renv, and testthat
N/A N/A 81
35016
christophertmonk
A suite of essential utility tools for AI agents, featuring clean HTML-to-Markd…
81
35017
kiyoung8
Provides comprehensive M/M/1 queuing system simulation capabilities including t…
N/A N/A 95
35018
VISHAL-MK
A simple MCP server demonstrating tools, resources, and prompts for weather dat…
35019
hyperplexity
Hyperplexity Claim
# Hyperplexity — AI Research Tables with Citations and Confidence Scores **Tur…
81
35020
Ziforge
Bridges MCP clients to a running SuperCollider IDE, enabling code evaluation, s…
N/A N/A
35021
cmskunkworks
app-seo-ai Claim
N/A N/A 95
35022
blueblueeyes
Enables AI models to interact with SiYuan Note systems, allowing management of …
N/A N/A
35023
huebnermarketing
MCP server for the Keka HRM API, enabling HR operations like employee managemen…
N/A N/A
35024
drolosoft
go-docs-mcp Claim
Multi-format document MCP server — read, search, OCR, and extract from PDF, TXT…
N/A N/A
35025
gtrusler
An MCP server utilizing Supabase to provide memory and knowledge graph storage,…
N/A N/A 95
35026
siscale
Enables interaction with Arcanna's AI use cases through MCP, supporting job man…
N/A N/A
35027
christianheidorn
MCP server for kicktipp.com that enables AI assistants to view match data, lead…
N/A N/A
35028
chepetime
Surfaces your Calibre e-book catalog to Claude via the Model Context Protocol, …
N/A N/A
35029
scott-brereton
avymcp Claim
Provides avalanche forecasts, danger ratings, and field observations for US ava…
35030
ai-zerolab
Access Figma's powerful API to manage files, comments, and components seamlessl…
N/A N/A 95
35031
mailwarm
mailx-tools Claim
Mailx Tools is an MCP server that gives AI agents a complete email-deliverabili…
81
35032
aimnis
search Claim
Collaborative, cache-first web search for agents — cited answers from a shared …
35033
abhijain864
Enables searching scholarly papers and authors via the OpenAlex API, with no AP…
35034
revanthpp
Enables AI assistants to interact with a local folder of Markdown notes, suppor…
N/A N/A
35035
Vellarasan
hevy-mcp Claim
A Model Context Protocol server that connects Claude to Hevy workout logs, enab…
35036
philippesimard00
Enables AI coding agents to search, read, and cite official Workday developer d…
35037
millsks
MCP server that provides tools to search, filter, and retrieve CVE data from th…
35038
tekchapagain1
MCP server for MeroShare that enables managing IPO/FPO applications, portfolio,…
35039
luisfelipevegarodriguez
MCP COO DeFi Claim
Autonomous MCP server for DeFi yield optimization, enabling yield opportunity d…
35040
EveryPageApp
EveryPage Claim
Share PDFs as tracked links and see who read them, how far they got, and where …
N/A N/A
35041
pascalebeier
HitKeep Claim
Read-only MCP server for aggregate HitKeep analytics and official documentation.
35042
VoltaHQ
MCP server for the At Par Trading API — trade crypto, manage portfolios, and ac…
35043
OscarGalloGarcia
Enables interaction with SAP Business One via Service Layer REST API to retriev…
35044
socialworldfirst
MCP server that gives AI agents access to WorldFirst cross-border payment APIs,…
N/A N/A
35045
ismaeldosil
Enables interaction with Uruguayan financial products including loans, credit c…
81
35046
gblush
A local MCP server that wraps the Impact.com partner REST API for querying and …
35047
djtellado
Nexus Finance API — compliance audit, VaR/RWA risk, market quotes and case mana…
N/A N/A
35048
uerdshds
模糊匹配两份表格中的公司名称和日期,输出已匹配、待复核和未匹配三种结果,便于数据对账。
35049
DiscreteTom
Loads Agent Skills from markdown files, exposing them as MCP tools or system pr…
N/A N/A
35050
Vadosdavos
A Model Context Protocol (MCP) server that provides access to Yandex Metrika an…
81
Showing 35001–35050 of 67181 servers
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