MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29777
Scored
2112
Verified
16953
Complete

Last updated 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51851
msekoranja
Read-only MCP server for Request Tracker (RT) via REST2 API, enabling ticket se…
51852
sunc901008
Enables AI assistants to manage WordPress content (create, retrieve, update pos…
51853
reijosirila
Enables natural language control of Loxone smart home systems, including lighti…
51854
Saperly
@saperly/mcp Claim
MCP server for Saperly that enables AI agents to provision phone numbers, place…
51855
deresolution20
Bridges Claude Code and Claude Desktop to a locally-running LLM, optimized for …
N/A N/A
51856
venergiac
opcua2mcp Claim
Converts OPC UA sensor data into MCP-compatible tools and exposes machine healt…
51857
guptaprakhariitr
Hosted MCP server that gives AI agents real-time access to SEC EDGAR filings se…
51858
nim-lang
MCP server providing symbol navigation, diagnostics, and type resolution for Ni…
N/A N/A
51859
luke-kucing
alaya Claim
Enables Claude Code to serve as the primary interface for a personal knowledge …
N/A N/A
51860
sociologic
SocioLogic Claim
Conduct market research using synthetic personas and automated campaigns. Simul…
81
51861
chrischall
ofw-mcp Claim
OurFamilyWizard co-parenting for Claude — messages, calendar, expenses, and jou…
N/A N/A
51862
Nikodem5
Enables Claude to read and send emails from your AGH University mailbox via IMA…
N/A N/A
51863
zjm1060
GDB MCP Server Claim
Enables AI agents to debug embedded systems by providing a comprehensive interf…
N/A N/A 95
51864
pkolawa
Polish National government's registry of all businesses, foundations, and other…
N/A N/A 95
51865
Spacetime-Technology
safehold Claim
Local, encrypted MCP vault for passports, IDs, visas and photos. You control ac…
N/A N/A
51866
Samir12218415
GhostMap v2 Claim
Exposes AI-augmented network reconnaissance and evasion capabilities as callabl…
N/A N/A
51867
lilium360
myBrAIn Claim
MCP server that provides persistent memory and contextual awareness to language…
N/A N/A
51868
riishiiiii
Provides current weather information for any city using the OpenWeatherMap API.
51869
Donatoni
Accela MCP Claim
A Model Context Protocol server that wraps the Accela Construct API as a curate…
N/A N/A
51870
Snack-JPG
ghl-mcp Claim
MCP server for GoHighLevel API v2 that provides 50+ tools for CRM, billing, mar…
51871
sigmade
Provides lightweight Git merge analysis with quick overviews of changes, file l…
N/A N/A
51872
Xsaven
A secure, vector-based task management server for Claude Desktop using sqlite-v…
N/A N/A
51873
FerrazPiai
Enables Claude and other AI to interact with the Ekyte platform for task manage…
51874
fastmcp-me
A unified MCP server for querying and managing multiple database types (Postgre…
51875
longbridge-official
Longbridge Claim
US/HK markets — 110 tools: real-time quotes, options, orders, fundamentals, ale…
81
51876
AaryaBhusal
ctfd-mcp Claim
Enables users to list CTFd challenges, read details, start/stop dynamic Docker …
51877
vibesecurity
VS29081 Claim
N/A N/A 95
51878
gu-does-git
An MCP server for the Pluggy Open Finance Brazil API, enabling connection to ba…
51879
YMZDS
niscope-mcp Claim
Enables AI assistants to directly control NI oscilloscopes (e.g., PXIe-5160/516…
N/A N/A
51880
muggleai
Muggle AI Claim
Ship quality products with AI-powered QA that validates your app's user experie…
N/A N/A 95
51881
JigsawStack
Detect NSFW images using JigsawStack's AI Models.
N/A N/A 95
51882
Carbon-Arc
Carbon Arc Claim
The infrastructure for the AI economy: primitives for inference, agents, and de…
51883
axumquant
arch-viewer Claim
Provides AI-powered architecture analysis and visualization of codebases, expos…
N/A N/A
51884
omarshahine
HomeClaw Claim
Enables AI assistants to control Apple HomeKit smart home accessories, scenes, …
N/A N/A
51885
pairoa
Pairoa Claim
Private MCP people matching for AI agents; no public listings, contact revealed…
51886
impel-intelligence
Enables AI agents to recruit real humans for evaluation tasks like surveys, A/B…
51887
fulcrai
SKP mcp Claim
SkinKnowledgeBase provides source-backed skincare question answering and produc…
51888
sondt2709
SSH MCP Claim
SSH MCP is a Model Context Protocol tool for managing and interacting with mult…
N/A N/A
51889
mfbaig35r
Exposes a dependency graph of strategic sourcing artifacts and analyses as an M…
N/A N/A
51890
mtop-devtools Claim 1
让 AI 与 Chrome 浏览器实时交互:获取历史请求、控制台日志、RUM/埋点事件,并动态设置 Mock 数据。
N/A N/A 81
51891
j4hr3n
GolfBox MCP Claim
A local MCP server for GolfBox tee-time workflows that lets agent clients authe…
N/A N/A
51892
sabler
Enables MCP-capable clients to interact with UniFi Site Manager and UniFi Dream…
N/A N/A
51893
JoniMartin27
inferbench Claim
InferBench's MCP server lets coding agents run, serve and benchmark local LLMs …
N/A N/A
51894
zantiu
Enables querying topic tree structures, topic details, and real-time data from …
51895
KeerthiNingegowda
Enables basic arithmetic operations (add, subtract, multiply, divide, modulo) v…
51896
nangman-infra
touch-browser Claim
Evidence-grounded web research for AI agents. Verifies page-local claims with c…
N/A N/A 95
51897
dalboki
MCP server for Sonsuchup web tool that allows AI assistants to manage mystery c…
51898
Wally-Ahmed
Unofficial MCP server that provides GPT subagent tools using a ChatGPT subscrip…
N/A N/A
51899
BitmapAsset
bitmap-mcp Claim
Provides real-time Bitcoin on-chain data including Bitmap districts, Ordinals i…
51900
promobase
A typed MCP server that wraps the Google Ads API v20, enabling AI agents to man…
Showing 51851–51900 of 56925 servers