MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

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67181
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32311
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2112
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16953
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Last updated 3 hours, 7 minutes ago

Grade Distribution

Score Distribution

Newly Added

AI-Translators F mcp F mazdek AI — Kurdish Language Tools F Coach MCP F Chasync F

Biggest Gainers

cortex +49 Ship24 Tracking +47 DevRel Directory +46

Biggest Drops

ca-rate-filings -60 the-floor -60 CoreModels -60
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38451
jr
test-id Claim
— ○ ⏳ — N/A N/A — 95 —
38452
omniwaifu
MCP server that wraps TaskWarrior command-line tool. Provides 22 tools for task…
 — ○ ⏳ — N/A N/A — — —
38453
Optibot Claim 1
AI code review for your AI assistant — review local changes, branch diffs, and …
 — ○ — N/A N/A — 69 —
38454
vishnu27597
Automates GSTR-1 filing through Sandbox.co APIs, enabling seamless integration …
 — ○ ⏳ — — — — — —
38455
YimingYAN
Enables Gmail label management with tools to list, create, delete labels, and m…
 — ○ ⏳ — N/A N/A — — —
38456
rowbradley
A minimal MCP server for creating and updating Google Docs from markdown.
 — ○ ⏳ — N/A N/A — — —
38457
dgdev25
Mesh MCP Claim
Mesh is an MCP server that lets Claude Code, Codex CLI, and Gemini CLI call oth…
 — ○ ⏳ — — — — — —
38458
812Diasp
Local MCP server for Cursor that analyzes code, finds bugs, generates tests and…
 — ○ ⏳ — N/A N/A — — —
38459
Galvill
vyos-mcp Claim
Enables managing VyOS appliances through their HTTP API, providing tools for co…
 — ○ ⏳ — — — — — —
38460
zbowling
Proxy MCP server that translates tool calls into TypeScript code generation, en…
 — ○ ⏳ — — — — — —
38461
Dooor-AI
dooor-os-mcp Claim
Exposes Dooor OS workspace capabilities to MCP-compatible AI clients, enabling …
 — ○ ⏳ — — — — — —
38462
bryanhellard-tt41
daedalmap Claim
Hosted geographic data MCP server for earthquakes, tsunamis, volcanoes, and cur…
 — ○ ⏳ — — — — 81 —
38463
yangboy91
Enables AI assistants to read, search, send, and reply to Zoho Mail via IMAP/SM…
 — ○ ⏳ — — — — — —
38464
citedhealth
MCP server for CITED Health that allows AI assistants to query evidence-based s…
 — ○ ⏳ — — — — — —
38465
chrischall
workday-mcp Claim
Read-only Workday for Claude — fetch tasks, pay, benefits via your signed-in se…
 — ○ ⏳ — N/A N/A — — —
38466
facetoplace
Workix Claim
Remote jobs, freelance gigs, vacancies. 24 boards: Upwork, Freelancer, RemoteOK…
 — ○ ⏳ — N/A N/A — — —
38467
Thebeatkicks
Enables Cursor and Claude Desktop to design production-ready AI workflows by ex…
 — ○ ⏳ — N/A N/A — — —
38468
nyang64
Provides tools for interacting with Databricks clusters, jobs, and workspace op…
 — ○ ⏳ — N/A N/A — — —
38469
Ray0907
Compiles web sources into structured, backlinked wiki pages in an Obsidian-comp…
 — ○ ⏳ — N/A N/A — — —
38470
geniro-io
A Model Context Protocol server that provides Claude CLI with a Graphiti knowle…
 — ○ ⏳ — — — — — —
38471
alex-jb
An MCP server that scans data science artifacts (Jupyter notebooks, R scripts, …
 — ○ ⏳ — N/A N/A — — —
38472
Manish-Kumar148
Provides real-time and historical weather data for any city worldwide, includin…
 — ○ ⏳ — N/A N/A — — —
38473
jaimemahaffey
Lets an LLM see what's on your screen by capturing an entire monitor or a speci…
 — ○ ⏳ — N/A N/A — — —
38474
ChengJiale150
COPT-MCP Claim
Enables AI assistants to access COPT solver documentation, example code, and ci…
 — ○ ⏳ — N/A N/A — — —
38475
boettiger-lab
A Model Context Protocol server that provides a dynamic map interface with tool…
 — ○ ⏳ — — — — — —
38476
metatool-ai
A proxy MCP server that aggregates tools from multiple MCP servers and forwards…
 — ○ ⏳ — — — — — —
38477
FornixII
Enables digital forensics investigation by exposing SANS SIFT tools (The Sleuth…
 — ○ ⏳ — N/A N/A — — —
38478
SurfEther
trustsource Claim
x402-paid domain verification for AI agents — trustscore, SSL, security headers…
 — ○ ⏳ — N/A N/A — — —
38479
arbazpathan91
A Model Context Protocol (MCP) server that lets any AI model create standardise…
 — ○ ⏳ — — — — — —
38480
YohannHommet
pg-lens-mcp Claim
Securely connect AI assistants to PostgreSQL databases with read-only access, s…
 — ○ ⏳ — — — — — —
38481
cnbizapi
Enables AI agents to query detailed information on 77M+ Chinese companies, incl…
 — ○ ⏳ — — — — — —
38482
DebtStack.ai Claim 1
Corporate credit data API for AI agents — bonds, leverage, guarantors, SEC fili…
 — ○ — N/A N/A — 81 —
38483
dinglebear-ai
Synapse RMCP Claim
Host, Docker, Compose, SSH, logs, ZFS, and file operations over MCP and CLI.
 — ○ ⏳ — N/A N/A — — —
38484
Ktulu-Analog
MCP server covering French law via the PISTE platform: 8 tools wrapping the JUD…
 — ○ ⏳ — — — — — —
38485
kty1965
Unofficial MCP server for Akiflow that enables AI agents to manage tasks, proje…
 — ○ ⏳ — — — — — —
38486
geojakes
An MCP server that lets Claude Desktop and Claude Code control your PC — take s…
 — ○ ⏳ — N/A N/A — — —
38487
PatVandyke
bunpro-mcp Claim
An unofficial MCP server for Bunpro that exposes its review queue, search, stat…
 — ○ ⏳ — — — — — —
38488
analyticsinmotion
mcp-listen Claim
Give your AI agents the ability to listen. Microphone capture and speech-to-tex…
 — ○ ⏳ — N/A N/A — 95 —
38489
euuuuuuan
A minimal MCP server template exposing echo and word_count tools, serving as a …
 — ○ ⏳ — N/A N/A — — —
38490
uptimepage
uptimepage Claim
MCP server for Uptimepage uptime monitoring. An LLM client can read your monito…
 — ○ ⏳ — — — — — —
38491
merciless-artist
serverclaude Claim
— ○ ⏳ — N/A N/A — 95 —
38492
Monasik
An external MCP server for diagnosing Minecraft servers via backup analysis, lo…
 — ○ ⏳ — N/A N/A — — —
38493
parallelworks
Enables AI assistants to manage Parallel Works ACTIVATE resources including clu…
 — ○ ⏳ — — — — — —
38494
vmanoilov
servers Claim
— ○ ⏳ — N/A N/A — 95 —
38495
MCP KQL Server Claim 1
Execute KQL in AI prompts via NL2KQL with schema discovery and Azure Data Explo…
 — ○ — N/A N/A — 81 —
38496
akshayjain1996
tasklix Claim
The shared task board your autonomous agent fleet can read and write.
 — ○ ⏳ — — — — — —
38497
brief-md
brief-mcp Claim
MCP server for BRIEF.md that captures decisions, constraints, and questions dur…
 — ○ ⏳ — N/A N/A — — —
38498
sharmasuraj0123
Provides seamless integration with the XO platform for container deployment, ap…
 — ○ ⏳ — — — — — —
38499
Santiagociroc11
Dynamis Claim
MCP server for the DYNAMIS doctrine system, providing access to expert knowledg…
 — ○ ⏳ — N/A N/A — — —
38500
aniketshaw748-hub
Human-in-the-loop user research: ask real people what the web can't answer, get…
 — ○ ⏳ — — — — — —
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