MCP Server Quality Scores

Independent quality analysis of 69313 public MCP servers

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69313
Discovered
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33947
Scored
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2112
Verified
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16953
Complete
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Last updated 4 hours, 55 minutes ago

Grade Distribution

Score Distribution

Newly Added

Narva F DomainCat F Cretia F Bewary scam check F Vibe Patent F

Biggest Gainers

Airport Pickups London +31 HTML to Image +24 robomart +22

Biggest Drops

Second Opinion -48 worldhums -48 Black Label Continuum Website MCP -48
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43801
kanishka3000
Checks domain name availability using the WhoisJSON API, returning registration…
 — ○ ⏳ — — — — — —
43802
zephyrgoose
A minimal MCP server example that provides basic utility tools including text e…
 — ○ ⏳ — N/A N/A — 95 —
43803
theYahia
Provides access to Neshan Maps API (Iran) for geocoding, directions, and place …
 — ○ ⏳ — — — — — —
43804
henrique-coder
An advanced, high-performance Python client, MCP server, and REST API for rever…
 — ○ ⏳ — N/A N/A — — —
43805
pranavkakde
Enables LLMs to automate browser tasks (navigation, clicks, text input) via Sel…
 — ○ ⏳ — N/A N/A — — —
43806
protae5544
nextjsui9 Claim
— ○ ⏳ — N/A N/A — 95 —
43807
shuizhengqi1
A Model Context Protocol server that integrates Futu OpenAPI, enabling AI model…
 — ○ ⏳ — N/A N/A — — —
43808
Mgabr90
A unified MCP server that integrates Zoho CRM and Zoho Books, enabling AI assis…
 — ○ ⏳ — N/A N/A — — —
43809
fastmcp-me
Enables DuckDB database interaction through MCP, supporting SQL queries, table …
 — ○ ⏳ — N/A N/A — — —
43810
zhaohongyuziranerran
Enables creating and managing automated workflows with triggers, actions, webho…
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43811
liushoukai
A Model Context Protocol (MCP) server implemented in Rust, providing utility to…
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43812
mcpwright
soi-mcp Claim
Provides IRS income and tax statistics by ZIP code, enabling LLM agents to quer…
 — ○ ⏳ — N/A N/A — — —
43813
TanvirIslam-BD
A calculator MCP server providing add and subtract tools, along with file resou…
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43814
brynnjocelyn
Enables LLMs to manage PocketBase databases with comprehensive CRUD, authentica…
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43815
peterparker57
Enables instant file searches on Windows using Everything's native SDK, support…
 — ○ ⏳ — N/A N/A — — —
43816
danduh
Enables file operations, npm package management, and configuration checking thr…
 — ○ ⏳ — N/A N/A — — —
43817
rouse2617
Provides arXiv paper search, download, Chinese translation, and WeChat article …
 — ○ ⏳ — N/A N/A — — —
43818
aspectrr
An MCP server that enables AI-powered video editing with iMovie on macOS.
 — ○ ⏳ — N/A N/A — — —
43819
nolte
MCP server for Reachy Mini robot that exposes robot state and motion control to…
 — ○ ⏳ — N/A N/A — — —
43820
haydary1986
fleet-mcp Claim
A unified MCP server for managing hosting fleets, enabling natural language con…
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43821
codysandahl
Fetches webpages and returns clean, structured Markdown with metadata (title, a…
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43822
darkClaw921
MCP server for interacting with Bitrix24 REST API, enabling CRUD operations on …
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43823
mrosata
codetex-mcp Claim
A commit-aware code context manager for LLMs that indexes Git repositories into…
 — ○ ⏳ — N/A N/A — — —
43824
waggle-sensor
A Model Context Protocol (MCP) server for interacting with the Sage Grande Test…
 — ○ ⏳ — — — — — —
43825
lokranjanp
Garmin MCP Claim
MCP server that exposes Garmin Connect health and activity data (steps, sleep, …
 — ○ ⏳ — — — — — —
43826
fangsylar-pixel
Enables web search via a real browser for any LLM, bypassing anti-bot measures …
 — ○ ⏳ — N/A N/A — — —
43827
anupmurali05
Exposes a tool to retrieve mocked documentation records from a simulated databa…
 — ○ ⏳ — — — — — —
43828
sbrunner-atx
contest-mcp Claim
Enables logging amateur-radio QSOs to N3FJP logging software via MCP tools, inc…
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43829
raya-ac
engram Claim
A cognitive memory system for MCP that provides hybrid retrieval, memory layers…
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43830
jacobhgruber-dev
Unified scholarly search across 60+ academic sources with citation formatting (…
 — ○ ⏳ — — — — — —
43831
fysh1010
bilibili-mcp Claim
A Model Context Protocol server that provides tools for parsing and retrieving …
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43832
guenichone
Enables AI systems to interact with Atlassian Bitbucket Server/Data Center for …
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43833
matematicsolutions
jp-eli-mcp Claim
Searches and retrieves Japanese national legislation from the official e-Gov AP…
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43834
clemente-turrubiates
cascade-mcp Claim
Exposes a hybrid conflict resolution router as MCP tools, deciding per conflict…
 — ○ ⏳ — — — — — —
43835
ishk9
Pixl Claim
Turns AI coding hosts into a guided mobile-UI design tool with design interview…
 — ○ ⏳ — N/A N/A — — —
43836
filhocf
docforge-mcp Claim
Enables complete Office document lifecycle management for AI agents, including …
 — ○ ⏳ — N/A N/A — — —
43837
markobullrush
Enables natural language management of Motion tasks, projects, schedules, and m…
 — ○ ⏳ — — — — — —
43838
skiddgoddamn
Automates a GetCourse account from an AI agent — grant lesson/training access, …
 — ○ ⏳ — N/A N/A — — —
43839
coreyhahn
A Model Context Protocol (MCP) server that enables AI assistants like Claude to…
 — ○ ⏳ — N/A N/A — — —
43840
antonatanasovalekseev-coder
Personal habit tracking MCP server for a 90-day mission, tracking 6 non-negotia…
 — ○ ⏳ — — — — — —
43841
halby24
Enables AI assistants to access RenderDoc capture data and assist in graphics d…
 — ○ ⏳ — N/A N/A — — —
43842
khansabassem
Use multiple Cerebras models from Claude Desktop & Claude Code with automatic m…
 — ○ ⏳ — N/A N/A — — —
43843
Heretek-RE
re-winedbg Claim
Enables headless debugging of Windows executables from Linux/macOS hosts by orc…
 — ○ ⏳ — N/A N/A — — —
43844
markusl
Production-grade MCP server for Statistics Finland's StatFin database. Enables …
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43845
srotzin
Enables AI agents to sign and verify actions with ML-DSA-65 digital signatures,…
 — ○ ⏳ — — — — — —
43846
shuotao
Enables AI platforms to control Autodesk Navisworks via natural language, suppo…
 — ○ ⏳ — N/A N/A — — —
43847
tobert
gpal Claim
An MCP server that gives your IDE or agent access to Google Gemini with autonom…
 — ○ ⏳ — N/A N/A — — —
43848
humanjesse
Enables AI agents to access Thunderbird email, contacts, and calendars through …
 — ○ ⏳ — N/A N/A — — —
43849
bernardcaldas
AI-first CSV analysis tool that enables AI agents to analyze, query, and audit …
 — ○ ⏳ — N/A N/A — — —
43850
meetv123
Enables Claude to query Empower/Personal Capital financial accounts, net worth,…
 — ○ ⏳ — N/A N/A — — —
Showing 43801–43850 of 69313 servers
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