MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33751
hanssonfredrik
Connect AI assistants to your product operating model — OKRs, strategy, and dis…
33752
SMS-Masivos
Enables AI assistants to send SMS, manage contacts, verify numbers, and query c…
33753
InfraMCP
MCP server for managing Foreman hosts and infrastructure. Enables listing, sear…
33754
bhdhiman
Enables AI assistants to read positions, deals, and orders from the RGO trading…
N/A N/A
33755
shikharvashistha
sumo-mcp Claim
Integrates SUMO traffic simulation with the Model Context Protocol for autonomo…
N/A N/A
33756
Thammasok
sample-mcp Claim
A sample MCP server built with Node.js and TypeScript, demonstrating the three …
N/A N/A
33757
hemantkamalakar
A production-ready MCP server that bridges physical sensor data with AI reasoni…
N/A N/A
33758
MaidedPonce
My First MCP Claim
A basic MCP server implementing a weather tool using Next.js and the Vercel MCP…
33759
omidsaffari
Inspect local video and audio files with ffprobe, returning structured metadata…
N/A N/A
33760
globalpocket
An MCP routing proxy that prevents LLMs from executing unintended tools. It sec…
N/A N/A
33761
yufeizhou666
Enables log analysis, searching, counting, and system metrics retrieval (CPU, m…
N/A N/A
33762
comeonzhj
Automatically extracts actionable methodologies from articles and URLs, stores …
N/A N/A
33763
rus-artur4ik
Standalone backend for a self-hosted Excalidraw fork with per-board access cont…
33764
brandon-fryslie
Electron debugging MCP server for both renderer (via Chrome DevTools Protocol) …
N/A N/A
33765
briangaoo
totem Claim
Totem — talk to your wearables with AI. Today: full Whoop access (48 tools).
N/A N/A
33766
a-rank
Provides Estonian public transport timetables, trip planning, stop search, and …
33767
adamconde
Self-hosted MCP server that aggregates personal health data from Google Health,…
33768
ContentWriterco
Compabase Claim
MCP server for 3M+ Polish companies — KRS & CEIDG financials, ownership, and in…
33769
joegra2003
metamodel Claim
AI-callable calculators and engineering models with real formulas. No hallucina…
N/A N/A 95
33770
jmgomezl
peer-relay Claim
A message relay MCP server enabling two separate Claude Code instances to excha…
33771
GongRzhe
Enables to create and edit Microsoft Visio diagrams programmatically via a stan…
N/A N/A
33772
dowon-comsup
Evaluates employment status exemption for corporate directors, family workers, …
33773
universal-mcp
Enables interaction with WhatsApp Business tools and services through a unified…
33774
Nimbleway
Enables AI assistants to interact with the Nimble REST API, allowing them to ex…
33775
darallium
r2-copilot Claim
A radare2 MCP server for binary analysis and reverse engineering, enabling AI a…
N/A N/A
33776
Bit-Aura
An air-gapped, edge-native, deterministic translation layer that ingests raw De…
N/A N/A
33777
chaholl
An MCP server that lets AI assistants create, search, and manage Jira issues us…
N/A N/A
33778
sparfenyuk
An MCP server that manages Python virtual environments using uv, allowing LLMs …
N/A N/A
33779
pauliowest
Enables management of email campaigns, subscribers, lists, segments, journeys, …
33780
gvc2000
Enables interaction with the Brazilian Chamber of Deputies Open Data API, provi…
81
33781
runapi-ai
Enables background removal and upscaling of images using Recraft models via Run…
33782
jeroenvdmeer
Enables natural language querying of Feyenoord football match data, converting …
N/A N/A
33783
MrMartiniMo
Enables AI agents to search, create, modify, and organize documentation pages a…
33784
haxudev
Provides tools for querying Chinese criminal law, US weather alerts, Azure pric…
33785
abhijain864
Loki MCP Claim
Read-only MCP server for 1mg's logistics platform (Loki/Thor), enabling order, …
33786
agents100x
Enables conversational access to 400,000+ clinical trials on ClinicalTrials.gov…
33787
Archers007
Provides MCP tools to query Liquipedia esports data (matches, teams, players, t…
33788
dchatpar
Provides tools for searching and reading local files, supporting metadata filte…
33789
VladMain
Enables AI assistants to interact with JetBrains YouTrack for issue, project, a…
33790
adityafba
MCP server for accessing Indonesian local government data from Satu Data Ngawi.…
33791
AElfProject
Enables interaction with AElf blockchain nodes, allowing users to read chain st…
33792
gotham-os
Enables Claude Code to control a real browser using AI for web scraping, compet…
33793
iAmStarter
iStdBMAD Claim
A local MCP server that provides all 42 BMAD AI development skills to multiple …
N/A N/A
33794
Notecase
Access your notes, tasks, and learning plans from Noteshell through this MCP se…
33795
HermesVC
MCP bridge from OpenCode to Cursor agent CLI, enabling code review, debugging, …
N/A N/A
33796
luweizheng
xhs-kit Claim
Enables automation of Xiaohongshu (Little Red Book) operations including conten…
N/A N/A
33797
SwamiRama
MCP server for SolidTime — the open-source time tracking app. Enables start/sto…
33798
ai-integr8tor
Enables LLMs to perform cloud browser automation tasks including navigation, ac…
33799
skalerlabs
mcp Claim
Your org's AI agents, tasks, runs, search, and brain files as MCP tools and res…
33800
asume21
Scales, chords, progressions, key detection, and genre intelligence for your AI…
N/A N/A 95
Showing 33751–33800 of 67181 servers
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