MCP Server Quality Scores

Independent quality analysis of 64698 public MCP servers

64698
Discovered
30671
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35001
BrJan
Audits dbt Core projects for migration blockers and generates actionable guidan…
N/A N/A
35002
found402
Converts data between JSON, CSV, XML, YAML, Markdown, HTML and TOML instantly. …
81
35003
tamimbinhakim
ctxpeek Claim
MCP server that fetches documentation from public git repositories at specific …
N/A N/A
35004
cheenu1092-oss
Enables management of Atlassian Statuspage incidents, components, and subscribe…
N/A N/A
35005
bluetieroperations-create
Pre-signature x402 payment verdict (GO/HOLD/STOP) for AI agents, with a verifia…
67
35006
nikolay-grudanov
mcp-simple Claim
A simple MCP server in Python, configurable via environment variables and datab…
N/A N/A
35007
Aditya69505
A Strapi v5 backend that exposes MCP endpoints for Google Search Console and Me…
35008
aws-samples
MCP server that exposes AWS Health API as tools for checking service health, ev…
35009
sporty303
Enables AI agents to capture screenshots and generate PDFs from URLs or HTML vi…
35010
zaswear
MCP server for GameCalendar database, enabling read and optional write access t…
35011
ztgluis
google-mcp Claim
MCP server for Google Drive, Docs, and Sheets — built for Claude Code. Gives Cl…
35012
goalie-mcp
Search 14M+ USPTO trademark records by mark, owner, goods/services, class, stat…
35013
avvocati-e-mac
Enables querying and retrieving Italian civil court rulings, decrees, and order…
N/A N/A
35014
cyanheads
Find air-quality stations and read pollutant observations from government monit…
35015
hopkins385
Enables AI image and video generation using Google Vertex AI's Imagen and Veo m…
35016
junstellar
Enables natural language interaction with Redmine via Claude Code or other MCP …
N/A N/A
35017
junter1989k-ai
Uruguay payments for AI agents — Mercado Pago wallet via Mercado Pago. Never ho…
35018
daomengKJ
Enables LLM clients to handle leave applications by providing tools for initial…
35019
erorund
Daily Scandinavian AI benchmark — Norwegian, Swedish, Danish. 12+ models tested.
35020
Wulnut
lark-agent Claim
A dual-mode MCP server for integrating Feishu/Lark project management, enabling…
35021
phuhduong
Enables searching for electronic components through the Nexar Supply API, provi…
81
35022
woodcreeper
An AI-powered birding companion that connects Claude to eBird and Xeno-canto AP…
35023
paladinfi
**PaladinFi Swap** is a competitive multi-aggregator swap router for AI agents …
81
35024
sayuru-akash
Enables auditing of websites for performance, SEO, accessibility, security, and…
N/A N/A
35025
denizzeybek-fe
Automated MCP server for the Insider Design System. Enables AI assistants to di…
N/A N/A
35026
molML
ChemLint Claim
Transforms AI assistants into powerful molecular machine learning workbenches, …
N/A N/A
35027
GTarkin
zeughaus-mcp Claim
Execute commands in ephemeral containers with any combination of Nix packages.
N/A N/A
35028
pbteja1998
Integrate your AI models with SourceSync.ai's knowledge management platform. Se…
N/A N/A 95
35029
goldtopcollective
Keiko Claim
Enables AI agents to securely use secrets by running commands with environment-…
N/A N/A
35030
MCP-Mirror
Enables malware analysis through terminal command execution with specialized to…
N/A N/A 95
35031
jdcormack
Widgy Claim
Create forms, surveys, quizzes & polls — publish shareable links and analyze re…
35032
yukincom
A single-file MCP server that enhances Claude Desktop with real-time web and X …
35033
mdemyanov
ktalk-mcp Claim
Enables accessing Контур.Толк (KTalk) recordings, transcripts, and summaries fr…
35034
N283T
MCP server for controlling UCSF ChimeraX molecular visualization software, enab…
N/A N/A
35035
max-rousseau
A self-hosted MCP server that provides a single execute_code tool, enabling age…
35036
linimeanie
Pulls enterprise counts by NACE Rev.2 activity and size class from Eurostat and…
N/A N/A
35037
aslanpour
Intelligent MCP server orchestrator that automates configuration, orchestration…
N/A N/A
35038
nfs-mym
manoj-mcp Claim
A personal MCP server that enables Claude to interact with Jira, Confluence, Gm…
35039
syokiel
Enables AI agents to query Microsoft Copilot Studio telemetry and governance da…
35040
jmchat
Manages Google Analytics 4 accounts, properties, annotations, audiences, and cu…
35041
Decilion
gho-mcp Claim
A Model Context Protocol (MCP) server that gives AI assistants direct access to…
35042
radial-hks
A Model Context Protocol server for coordinate system transformations and map p…
35043
marian-kamenistak
Engineering leadership benchmarks, 1:1 playbooks, developer value calculator. 3…
35044
pipeworx-io
Provides Islamic prayer times, Qibla direction, and Hijri calendar conversion u…
35045
ayushkumar2601
Enables AI agents to safely interact with Ethereum by providing structured tool…
N/A N/A
35046
vivier
Bridges an MCP-capable agent to an IMAP4 mailbox, enabling folder exploration, …
35047
EasyDeploy-AI
A Model Context Protocol (MCP) server that exposes the EasyDeploy public REST A…
35048
hidden-ones-dev
engram-mcp Claim
MCP plugin that connects Cursor, Claude, and other hosts to an Engram workspace…
35049
abnersajr
Readedit Claim
MCP server that combines Read+Edit file operations into single tool calls. 80-9…
N/A N/A
35050
piquesignal
Solana memecoin Flash Point alerts with conviction scoring, safety profiles, an…
Showing 35001–35050 of 64698 servers
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