MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56601
fastmcp-me
uniprot-mcp Claim
Provides seamless access to UniProtKB protein data, enabling querying of protei…
56602
SLineroDev
Provides tools for accessing, comparing, and analyzing GitHub repository releas…
56603
asaje379
Enables AI assistants to interact with Parse Platform databases, users, files, …
56604
akopper
Enables performing web searches and fetching web page content via Ollama's host…
56605
VeyronSakai
UniCortex Claim
An MCP server that enables AI agents to control the Unity Editor externally, pr…
N/A N/A
56606
cartena-tecnologia
Enables AI clients like Claude to interact with Cartena tools via MCP, supporti…
56607
jonico
Enables control of a Linak standing desk through natural language, allowing hei…
56608
ammons-datalabs
MCP server providing persistent memory for LLMs via semantic search over captur…
N/A N/A
56609
claude-dev-suite
Specialized agents, MCP servers, skills, and a visual dashboard for Claude Code…
N/A N/A
56610
intbjw
MCP server for querying the FOFA API, enabling network asset search and account…
56611
LuiInventions
Bitunix MCP Claim
Enables Claude Code to trade on BitUnix exchange via the MCP protocol, supporti…
56612
KyleCS0
Enables AI agents to diagnose Linux server incidents by collecting and structur…
56613
truthanb
MCP server for the Behringer DeepMind 12 synthesizer. Gives AI agents real-time…
N/A N/A
56614
counter-measure
Provides Claude AI with direct access to Everclear.org's API endpoints for quer…
N/A N/A
56615
eltonmesquita87
Enables Claude Desktop to query real-time weather information and forecasts via…
N/A N/A
56616
brightlikethelight
A multi-interface music analysis server providing MCP, HTTP, CLI, and Python in…
N/A N/A
56617
ZZtopBR
Enables Claude to generate images on demand using the FLUX.1-schnell model, sup…
N/A N/A
56618
eachristgr
MCP server for the CMS File Integrity Checker. Enables users to submit and quer…
56619
ottimis
mcp-query Claim
A local MCP server for secure database querying from Claude Code, with Apple Ke…
N/A N/A
56620
appdev
Provides a local MCP stdio server that enables AI clients to read, search, crea…
N/A N/A
56621
wengbin21
Enables AI agents to interact with the freee accounting API, offering tools for…
56622
KerryanOPMace
mcp-meteo Claim
Provides real-time weather and forecasts via Open-Meteo, supporting queries by …
56623
emanuelmoraes
Enables AI clients to manage and manipulate text files in a secure local direct…
N/A N/A
56624
colinfrisch
Enables AI assistants to access Strava running data, route planning, and weathe…
N/A N/A
56625
Ebycow
Enables LLMs to control EDCB, a broadcast recording software, allowing program …
56626
vyshnavi-nandyala
A Model Context Protocol server providing tools for DB queries, API calls, file…
N/A N/A
56627
JinchengGao-Infty
agent-mux Claim
MCP server that manages interactive CLI agent pools using tmux, enabling creati…
N/A N/A
56628
franco-lamas
Enables AI agents to manage OpenProject projects, work packages, activities, an…
N/A N/A
56629
777genius
You're the boss, agents are your team. They handle tasks on their own, message …
N/A N/A
56630
Lord2709
Enables financial calculations such as compound interest, loan EMI, and savings…
N/A N/A
56631
willwillems
Enables AI agents to request human input through native macOS dialogs for clari…
N/A N/A
56632
tbohling15
bloom-mcp Claim
MCP server for Bloom Growth that allows users to update metrics, check scorecar…
N/A N/A
56633
devnullvoid
mcp-ssh-tmux Claim
A high-performance MCP server that manages persistent SSH sessions via a local …
N/A N/A
56634
satyamsh04
Production MCP server for data annotation workflows, exposing six tools backed …
56635
jbrandtmse
MCP server for InterSystems IRIS that provides 8 tools including ObjectScript e…
56636
zjl13031
prection Claim
预测运势能力mcp
N/A N/A 95
56637
anhuaxiang
Enables AI assistants to interact with Google Sheets, performing operations lik…
N/A N/A
56638
avohq
Avo Claim
Define, ship & query your analytics tracking from one source of truth, trusted …
56639
oaslananka
KiCad MCP Pro is an MCP server for KiCad EDA workflows. It lets AI agents autom…
N/A N/A
56640
dariakroshka
Scribe MCP Claim
Transcribes audio/video files, generates summaries and structured knowledge ite…
N/A N/A
56641
slchenchn
notify-mcp Claim
Enables AI to send push notifications to your phone via a configurable gateway.…
56642
barmanoff
Provides electrical pricing, cable sizing, and profitability analysis tools for…
56643
BugorBN
audio-mcp Claim
Local MCP server for macOS that captures microphone input and/or system audio o…
N/A N/A
56644
NumericalPie
A forkable RAG project with an MCP server for VS Code/Copilot, enabling indexin…
N/A N/A
56645
guptaprakhariitr
Enables package tracking across multiple carriers by auto-detecting the carrier…
56646
superradcompany
Connects AI agents to microsandbox for creating lightweight sandboxes, executin…
N/A N/A
56647
avranju
An MCP server that gives AI agents SSH capabilities to execute commands, transf…
N/A N/A
56648
skeeminator
MCP server for the Overlord C2 framework that gives AI agents 66+ tools for man…
N/A N/A
56649
ihatesea69
Enables AI assistants to programmatically create, manipulate, and analyze Micro…
N/A N/A
56650
gibeon-io
MCP server for the Gibeon digital signage platform. Control your players, manag…
Showing 56601–56650 of 67286 servers