MCP Server Quality Scores

Independent quality analysis of 69052 public MCP servers

69052
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61951
Microtechusa
Enables interaction with the HaloPSA API for managing tickets, clients, assets,…
— ○ ⏳ — N/A N/A — — —
61952
MCP-Mirror
Enables MCP client agents to play the classic Minesweeper game by connecting to…
— ○ ⏳ — N/A N/A — 95 —
61953
deplo
deplo.sh Claim
Deploy static sites, files, and JSON APIs instantly from any AI agent. No confi…
— ○ ⏳ — — — — 81 —
61954
dick571
suna Claim
— ○ ⏳ — N/A N/A — 95 —
61955
elevend0g
cont3xt Claim
Virtual Infinite Context for Agents and LLMs - maintains a continuous rolling c…
— ○ ⏳ — N/A N/A — — —
61956
mariusmmmmm
Search, compare & filter 102,191 European car variants — 180 specs, 19 language…
— ○ ⏳ — — — — 67 —
61957
devhuang0714
MCP server for 友盟 U-App mobile analytics, enabling AI agents to query app stati…
— ○ ⏳ — — — — — —
61958
Ingholt-Consult
TimeLog MCP Claim
A localhost server that enables Claude to administer a firm's TimeLog account v…
— ○ ⏳ — N/A N/A — — —
61959
asgard-ai-platform
Enables searching and retrieving Taiwan judicial judgments, including full-text…
— ○ ⏳ — — — — — —
61960
fcfrasca
A decentralized 32×32 pixel-war execution grid for autonomous AI agents on Base…
— ○ ⏳ — — — — 81 —
61961
sigee-min
outline-mcp Claim
Connects MCP clients to Outline workspaces, enabling agents to safely read, upd…
— ○ ⏳ — — — — — —
61962
xiazhe-xz
Enables AI agents to control an ESP32-C3 audio client via MQTT for playing, pau…
— ○ ⏳ — — — — 81 —
61963
serdarkaracay
An MCP server that provides AI coding assistants with comprehensive browser aut…
— ○ ⏳ — — — — — —
61964
sanshanjianke
MCP server for scientific computing with multiple backends (Mathematica, Octave…
— ○ ⏳ — N/A N/A — — —
61965
Bandwidth
Official MCP server for interacting with Bandwidth APIs (messaging, voice, numb…
— ○ ⏳ — — — — — —
61966
FuJiGraphics
UniMCP Claim
Unity Editor MCP SDK that exposes Unity Editor capabilities as MCP tools, enabl…
— ○ ⏳ — N/A N/A — 95 —
61967
wlu03
Enable seamless interaction with Alpaca's trading API through a standardized pr…
— ○ ⏳ — N/A N/A — 95 —
61968
muslus
BioCite-MCP Claim
BioCite-MCP enables LLMs to retrieve verified academic literature metadata, cit…
— ○ ⏳ — — — — — —
61969
ajtgjmdjp
Compound MCP agent that integrates EDINET, TDNET, e-Stat, and stock price sourc…
— ○ ⏳ — N/A N/A — — —
61970
myownipgit
Enables Bitcoin blockchain data retrieval and analysis through free APIs, inclu…
— ○ ⏳ — N/A N/A — — —
61971
lqwangxg
MCP server providing tools for addition, current time, config index updates, a …
— ○ ⏳ — N/A N/A — — —
61972
No-Smoke
Enables bidirectional synchronization of vector database collections between lo…
— ○ ⏳ — — — — 81 —
61973
Chust-dev
mt5ctl Claim
An MCP server for operating headless MetaTrader 5 terminals — over SSH, from yo…
— ○ ⏳ — — — — — —
61974
m2ai-mcp-servers
An MCP server that provides AI assistants with full access to Notion workspaces…
— ○ ⏳ — N/A N/A — — —
61975
pipeworx-io
mcp-airnow Claim
Enables access to EPA AirNow real-time AQI and forecast data for US locations t…
— ○ ⏳ — — — — — —
61976
VautlixDevelopment
Enables Claude to interact with the Vaultix Payment API for managing charges, c…
— ○ ⏳ — — — — 81 —
61977
artiomdiu
mastra-test Claim
— ○ ⏳ — N/A N/A — 95 —
61978
Leonfinn
Exposes Together AI's inference endpoints (chat, image generation, vision, embe…
— ○ ⏳ — N/A N/A — — —
61979
va99
Starterbox Claim
A meta-MCP server that helps users install and configure other MCP servers dire…
— ○ ⏳ — N/A N/A — 95 —
61980
marino129
creationloop Claim
CreationLoop is your Marketing Agent. Read the overview, offer, and FAQ; apply …
— ○ ⏳ — — — — — —
61981
aetherBytes
Rokha Claim
Search a registry of agent skills and MCP servers, then run them for real. No i…
— ○ ⏳ — — — — — —
61982
fractaloutlook
Enables AI assistants to interact with SpacetimeDB instances, query tables, cal…
— ○ ⏳ — — — — — —
61983
loreum-app
Connects MCP-compatible AI assistants to query and modify worldbuilding data (e…
— ○ ⏳ — — — — — —
61984 — ○ ⏳ — N/A N/A — 95 —
61985
ldgnu
mcp-slskd Claim
MCP server for searching and downloading music from the Soulseek peer-to-peer n…
— ○ ⏳ — — — — — —
61986
itzcull
mochi-mcp Claim
MCP server for Mochi Cards API, enabling AI assistants to manage flashcards, de…
— ○ ⏳ — — — — — —
61987
robbintech2019
FinSage MCP Claim
Connects AI agents to the Finnhub API for real-time stock quotes, market news, …
— ○ ⏳ — N/A N/A — — —
61988
astrogirlnim
An MCP server providing AI agents with access to satellite imagery, geospatial …
— ○ ⏳ — N/A N/A — — —
61989
nickymitnick
MCP server for Probo print-on-demand — search products, configure orders, track…
— ○ ⏳ — N/A N/A — 83 —
61990
pipeworx-io
Enables querying City of Lubbock open geospatial data (parcels, zoning, public …
— ○ ⏳ — — — — — —
61991
willpowell8
Enables programmatic control of Cursor's cloud-based AI agents for automated co…
— ○ ⏳ — — — — — —
61992
GianBaeza
Analyzes GitHub repositories and provides advanced optimization recommendations…
— ○ ⏳ — — — — — —
61993
huntbuilds
Provides search, trending, odds, arbitrage, and category browsing for predictio…
— ○ ⏳ — — — — — —
61994
Leon69924
A read-only MCP server that provides 60+ tools to query Sophos XGS firewall con…
— ○ ⏳ — — — — — —
61995
OptimNow
Turn Claude into your AWS tagging compliance assistant — ask in plain English, …
— ○ ⏳ — N/A N/A — — —
61996
Geoffrey-Fang
Enables AI models to create and manage various types of diagrams (flowcharts, U…
— ○ ⏳ — N/A N/A — — —
61997
sihyoung0624
This MCP server enables Claude to create and control shared timers, polls, and …
— ○ ⏳ — — — — — —
61998
abhayshakya1
Enables interaction with the Upstox trading API via natural language to fetch u…
— ○ ⏳ — — — — 81 —
61999
commerce-cloud-integrations
Enables interaction with SAP Commerce systems through OCC APIs, supporting prod…
— ○ ⏳ — — — — 81 —
62000
aaronGeb
A lightweight MCP server providing tools for adding integers, getting current t…
— ○ ⏳ — — — — — —
Showing 61951–62000 of 69052 servers