MCP Server Quality Scores

Independent quality analysis of 43430 public MCP servers

43430
Discovered
29460
Scored
2111
Verified
16952
Complete

Last updated 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40701
denys-ispaniuk
Enables AI assistants to interact with TestRail test management system, support…
40702
soydachi
An MCP server that automates CI/CD pipeline creation, analysis, and security en…
40703
atomcp-ai
ib-async-mcp Claim
MCP server for Interactive Brokers API, enabling account management, trading, m…
N/A N/A
40704
MuhammadShayanUmarX
This MCP server provides tools to manage a todo list with CRUD operations, enab…
N/A N/A
40705
redhat-community-ai-tools
jenkins-mcp Claim
Enables interaction with multiple Jenkins instances from a single MCP server, u…
40706
vinothbhc1986
Enables browser automation using Playwright, allowing LLMs to interact with web…
40707
empe-io
Enables users to manage self-sovereign identity credentials by creating schemas…
40708
waii-ai
Provides database interaction through natural language, enabling query executio…
40709
tobedoit
Enables creating, modifying, and checking Google Calendar events from Claude de…
40710
xhulz
raze Claim
Raze is an MCP server that integrates with AI assistants to analyze, validate, …
N/A N/A
40711
agentveil-protocol
Trust, identity, and reputation infrastructure for AI agents. Register agents w…
40712
Demolinator
MCP server for Autodesk Revit via pyRevit, providing 45 tools for building desi…
N/A N/A
40713
nick-timms
Connects AI agents to AgentData's company intelligence platform, enabling natur…
40714
ahmedselimmansor-ctrl
This server exposes over 250 tools across 23 GCP service domains, enabling AI m…
40715
stephen37
Enables LLMs to interact with Milvus vector database for search, query, and col…
40716
toolprint
MCPing Claim
Enables AI assistants to send desktop notifications on macOS with rich formatti…
N/A N/A
40717
ratel-ai
Exposes a Ratel tool catalog over MCP with two tools (search_tools and invoke_t…
40718
pipeworx-io
Enables access to federal regulatory dockets, documents, and public comments fr…
40719
agent-dispatch
Enables AI assistants to spawn and manage long-running cloud agents via MCP, of…
40720
owainow
Enables GitHub Copilot to perform markdown review, dependency checking, and AI-…
40721
shipeasy-ai
A unified MCP server for experimentation and i18n, enabling AI assistants to ma…
N/A N/A
40722
TerraCo89
Enables managing GitHub Project views, priorities, dependencies, and metrics th…
40723
miguelplaza17
A deployable MCP server on Cloudflare Workers that allows you to create custom …
81
40724
dailybeast
parsely-mcp Claim
MCP server that enables AI assistants to query Parse.ly analytics for top posts…
40725
agent-sh
Controls a real Linux desktop from any MCP host. Reads accessibility trees, tak…
N/A N/A
40726
ryotaro-tanaka
An MCP server that scouts truly beginner-friendly open-source issues from GitHu…
N/A N/A
40727
cyanheads
Enables LLMs to read and extract clean, markdown-formatted content from any web…
40728
mstanton
Provides a secure gRPC transport layer for the Model Context Protocol (MCP) wit…
40729
theYahia
jazzcash-mcp Claim
MCP server for JazzCash mobile wallet and payments (Pakistan). Supports wallet …
40730
Draco-Cheng
A smart documentation system that helps AI assistants understand and follow you…
N/A N/A
40731
0215AndrewFeng
ACE-MCP Claim
Enables AI clients to perform local code search, indexing, and analysis across …
N/A N/A
40732 N/A N/A 95
40733
wyre-technology
A legacy MCP server for Avanan cloud email security, providing tools to manage …
40734
doublebash
A Model Context Protocol server bridging Claude to Microsoft Outlook + Teams (e…
40735
loyaniu
Moodle-MCP Claim
Enables retrieval of upcoming events from Moodle LMS via the Model Context Prot…
40736
kratsg
rucio-mcp Claim
An MCP server that exposes Rucio distributed data management operations as tool…
40737
ant-intl
A Model Context Protocol (MCP) compatible server that integrates Ant Internatio…
40738
rozkoduj
Rozkoduj MCP Claim
Provides AI assistants with market screening, analysis, and scoring across stoc…
40739
zmGiser
Enables natural language and geospatial queries on PostGIS databases, with 32 t…
40740
cristotodev
An MCP server that integrates with the FacturaScripts ERP system, providing res…
40741
eric050828
Enables LLMs to programmatically control n8n via natural language for automated…
40742
Grifex-0
poly-git-mcp Claim
Unified MCP server for Git forge management across GitHub, GitLab, Gitea, and B…
N/A N/A
40743
markmusic27
tasks-mcp Claim
Enables AI assistants to manage Notion tasks, projects, and courses through MCP…
40744
uchit
EU AI Act · APRA · NIST AI RMF · ISO 42001 · AU AI Safety — grounded compliance…
N/A N/A
40745
adeeljames
A lightweight MCP server that provides Claude Desktop with persistent memory ac…
N/A N/A
40746
RavennaHQ
Allows LLMs to create, update, and retrieve tickets directly from the Ravenna h…
40747
granola
Granola Claim
Summarize meetings into actionable notes automatically. Enhance productivity by…
81
40748
christ0pper
extrapify Claim
Structured web context infrastructure for AI agents. Extract reliable schema-gu…
40749
CSOAI-ORG
Provides string utility operations via the MCP protocol, with built-in EU AI Ac…
40750
Mardak0
Enables AI agents to interact with the Cloudflare REST API for managing DNS rec…
Showing 40701–40750 of 43430 servers
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