MCP Server Quality Scores

Independent quality analysis of 43552 public MCP servers

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43552
Discovered
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29470
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2111
Verified
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16952
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Last updated 1 hour, 56 minutes ago

Grade Distribution

Score Distribution

Newly Added

Brains F Patent Connector F PrimeRFP SCOUT — Govcon Intelligence MCP F AppGenie Compliance MCP F Calfeed F

Biggest Gainers

theothers +30 Name Whisper — ENS Intelligence Layer +1 Swarm Tips — Aggregated AI Agent Activities +1

Biggest Drops

Correkt: The AI-Native Online Marketplace for Physical Products -3 agentra -2 zipexplore-mcp -2
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36051
hkopenai
Enables querying Hong Kong private storage statistics such as completions, stoc…
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36052
MuhammadShayanUmarX
This MCP server provides tools to manage a todo list with CRUD operations, enab…
 — ○ ⏳ — N/A N/A — — —
36053
denys-ispaniuk
Enables AI assistants to interact with TestRail test management system, support…
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36054
soydachi
An MCP server that automates CI/CD pipeline creation, analysis, and security en…
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36055
atomcp-ai
ib-async-mcp Claim
MCP server for Interactive Brokers API, enabling account management, trading, m…
 — ○ ⏳ — N/A N/A — — —
36056
perkinsandre
Real estate investment intelligence: search, comps, cash flow, off-market leads…
 — ○ ⏳ — N/A N/A — 83 —
36057
redhat-community-ai-tools
jenkins-mcp Claim
Enables interaction with multiple Jenkins instances from a single MCP server, u…
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36058
ahmedselimmansor-ctrl
This server exposes over 250 tools across 23 GCP service domains, enabling AI m…
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36059
stephen37
Enables LLMs to interact with Milvus vector database for search, query, and col…
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36060
tobedoit
Enables creating, modifying, and checking Google Calendar events from Claude de…
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36061
xhulz
raze Claim
Raze is an MCP server that integrates with AI assistants to analyze, validate, …
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36062
vinothbhc1986
Enables browser automation using Playwright, allowing LLMs to interact with web…
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36063
empe-io
Enables users to manage self-sovereign identity credentials by creating schemas…
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36064
waii-ai
Provides database interaction through natural language, enabling query executio…
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36065
agentveil-protocol
Trust, identity, and reputation infrastructure for AI agents. Register agents w…
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36066
Demolinator
MCP server for Autodesk Revit via pyRevit, providing 45 tools for building desi…
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36067
nick-timms
Connects AI agents to AgentData's company intelligence platform, enabling natur…
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36068
TerraCo89
Enables managing GitHub Project views, priorities, dependencies, and metrics th…
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36069
mobil3801
Connect to your Supabase project to explore and query your database. List table…
 — ○ ⏳ — N/A N/A — 95 —
36070
toolprint
MCPing Claim
Enables AI assistants to send desktop notifications on macOS with rich formatti…
 — ○ ⏳ — N/A N/A — — —
36071
shipeasy-ai
A unified MCP server for experimentation and i18n, enabling AI assistants to ma…
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36072
ratel-ai
Exposes a Ratel tool catalog over MCP with two tools (search_tools and invoke_t…
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36073
miguelplaza17
A deployable MCP server on Cloudflare Workers that allows you to create custom …
 — ○ ⏳ — — — — 81 —
36074
pipeworx-io
Enables access to federal regulatory dockets, documents, and public comments fr…
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36075
ykq007
A unified MCP server for Tavily and Brave Search APIs that features automatic A…
 — ○ ⏳ — — — — 81 —
36076
owainow
Enables GitHub Copilot to perform markdown review, dependency checking, and AI-…
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36077
mcpassistant
Enables automated testing and coverage reporting for MCP services with test exe…
 — ○ ⏳ — N/A N/A — 95 —
36078
agent-sh
Controls a real Linux desktop from any MCP host. Reads accessibility trees, tak…
 — ○ ⏳ — N/A N/A — — —
36079
theYahia
jazzcash-mcp Claim
MCP server for JazzCash mobile wallet and payments (Pakistan). Supports wallet …
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36080
cyanheads
Enables LLMs to read and extract clean, markdown-formatted content from any web…
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36081
Mogacode-ma
Unofficial MCP server for Infomaniak (web hosting, mail, DNS, kDrive, SSL, AI).…
 — ○ ⏳ — N/A N/A — — —
36082
ryotaro-tanaka
An MCP server that scouts truly beginner-friendly open-source issues from GitHu…
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36083
dailybeast
parsely-mcp Claim
MCP server that enables AI assistants to query Parse.ly analytics for top posts…
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36084
Draco-Cheng
A smart documentation system that helps AI assistants understand and follow you…
 — ○ ⏳ — N/A N/A — — —
36085
technoriver
chordsynth Claim
Render a chord progression to WAV. Supports 28 named presets or custom chord st…
 — ○ ⏳ — N/A N/A — 95 —
36086
tandem
Tandem Docs Claim
Tandem Docs is a remote MCP server for helping agents learn how to install, ope…
 — ○ ⏳ — — — — 81 —
36087
kratsg
rucio-mcp Claim
An MCP server that exposes Rucio distributed data management operations as tool…
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36088
eric050828
Enables LLMs to programmatically control n8n via natural language for automated…
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36089
swamy.fwd
— ○ ⏳ — N/A N/A — 95 —
36090
wyre-technology
A legacy MCP server for Avanan cloud email security, providing tools to manage …
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36091
ant-intl
A Model Context Protocol (MCP) compatible server that integrates Ant Internatio…
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36092
doublebash
A Model Context Protocol server bridging Claude to Microsoft Outlook + Teams (e…
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36093
loyaniu
Moodle-MCP Claim
Enables retrieval of upcoming events from Moodle LMS via the Model Context Prot…
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36094
rozkoduj
Rozkoduj MCP Claim
Provides AI assistants with market screening, analysis, and scoring across stoc…
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36095
cristotodev
An MCP server that integrates with the FacturaScripts ERP system, providing res…
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36096
zmGiser
Enables natural language and geospatial queries on PostGIS databases, with 32 t…
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36097
jlowin
FastMCP Claim
A high-level framework for building MCP servers in Python
 — ○ ⏳ — N/A N/A — 95 —
36098
Royalti-io
Drive a running Ikenga desktop app from MCP clients — DOM, click, type, navigat…
 — ○ ⏳ — N/A N/A — — —
36099
markmusic27
tasks-mcp Claim
Enables AI assistants to manage Notion tasks, projects, and courses through MCP…
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36100
RavennaHQ
Allows LLMs to create, update, and retrieve tickets directly from the Ravenna h…
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Showing 36051–36100 of 43552 servers
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