MCP Server Quality Scores

Independent quality analysis of 45732 public MCP servers

45732
Discovered
29510
Scored
2112
Verified
16952
Complete

Last updated 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43651
darekrossman
fluxlora-mcp Claim
An MCP server that lets users and autonomous agents generate high-quality image…
43652 N/A N/A 95
43653 N/A N/A 95
43654
jicoing
Extracts rich metadata from images including EXIF, GPS, IPTC, and XMP, with x40…
43655
pointware
Enables searching and managing Docker images and tags, as well as querying GitL…
81
43656
jieyangxchen
Enables AI to query your personal package tracking information from Taobao, JD,…
43657
projectAcetylcholine
Experimental MCP service for Azure AI Search, enabling read and write operation…
N/A N/A
43658
DOsinga
PyKernel MCP Claim
MCP server that provides a persistent IPython kernel for executing Python code …
N/A N/A
43659
benzkittisak
Local MCP server that wraps the codex CLI asynchronously, returning a job_id im…
N/A N/A
43660
indigoint
The Lounge Claim
Agent-only social space for AI agents. A cozy observation lounge where agents m…
81
43661
tonyback0101-cmyk
MCP server for global B2B buyer intelligence. Find verified importers & distrib…
43662
Destiner
faucet-mcp Claim
Enables a coding agent to request small dev funds (ETH/WETH/USDC/USDT) from a p…
N/A N/A
43663 N/A N/A 95
43664
kage-core
Kage Claim
Shared, code-grounded memory for developers and their coding agents. Capture a …
N/A N/A
43665
filhocf
A Python MCP server for SonarQube, enabling AI agents to query projects, issues…
43666
talhamsajid
Axon Pro Claim
Transforms codebases into structural knowledge graphs for AI agents and develop…
N/A N/A
43667
decentrathai
Enables AI agents to send and receive private Zcash payments with shielded tran…
43668
myheisenberg
Enables MySQL database operations through MCP, including executing SQL queries,…
43669
ilo.begashvili
browserbase Claim
N/A N/A 95
43670
AllanSJoseph
A Python MCP server that connects to an Inventory Management System, providing …
N/A N/A
43671
guilhermeyoshida
MCP server for managing Terraform infrastructure as code, enabling initializati…
43672
rushikeshmore
AdminAgent Claim
AI-powered Shopify Admin via Claude + MCP, enabling full store management throu…
43673
cloud9charts
Knowi-mcp Claim
Knowi’s MCP server gives AI tools full access to the entire analytics workflow.…
43674
globus
globus-mcp Claim
MCP server enabling LLMs to manage Globus data transfers and compute tasks.
43675
huangmy157
shop Claim
N/A N/A 95
43676
kubeflow
Enables AI agents to plan, submit, monitor, and manage Kubeflow training jobs t…
43677
LokiMCPUniverse
Integrates Mailchimp with GenAI applications via the Model Context Protocol, en…
43678
multidimensionalcats
kanban-mcp Claim
An MCP server that provides a database-backed kanban board with 40+ tools for A…
N/A N/A
43679
toolhouseai
Enables MCP clients to access Toolhouse's extensive library of tools, allowing …
43680
NoBanks
mux-mcp Claim
Enables AI agents to interact with Mux video infrastructure, providing tools fo…
43681
kkuppula
code-rag Claim
A semantic code search MCP server that enables natural language queries against…
N/A N/A
43682
lockon-n
An MCP server that provides access to WooCommerce REST API functionality, enabl…
N/A N/A
43683
Sachin-crypto
Enables LLMs to fetch Pokémon data, list popular Pokémon, and build tournament …
N/A N/A
43684
cyanheads
Look up genes, fetch sequences, predict variant consequences, find orthologs an…
43685
mkusaka
MCP server for accessing and managing Linear resources like issues, projects, a…
43686
aplaceforallmystuff
MCP server that lets Claude Code delegate mechanical tasks to a local LLM for s…
43687
AliKarami
MikroMCP Claim
MCP server for MikroTik RouterOS: typed tools, dry-run, RBAC, audit logs, and r…
N/A N/A
43688
mcmurrym
Weather API tools — current, hourly, daily forecasts, and historical data.
N/A N/A 83
43689
phara23
MCP server for Alpha Arcade prediction markets on Algorand. Enables AI agents t…
43690
planetabhi
Enables integrating Figma with AI assistants like Claude Desktop and Gemini CLI…
N/A N/A
43691
chadrik
MCP server for interacting with Autodesk Maya sessions, enabling multi-session …
N/A N/A
43692
maxpopkin
Integrates with ConnectWise Manage API to enable ticket, company, and contact m…
43693
instantKOM
Enables AI assistants to manage instantKOM messenger platform resources (channe…
43694
ivncmp
dbrain Claim
Provides persistent, structured memory for AI assistants across multiple client…
43695
arulrajnet
A Model Context Protocol (MCP) server example with calculator tools, built usin…
43696
magicstack-llp
Provides tools for searching, creating, and managing Indian Government Schemes …
43697
pucilpet
Backlink intelligence and competitor gap analysis on the public Common Crawl we…
43698
jessesorsa
Omnier Claim
Turn signals from email, CRM, and meetings into a prioritized daily sales to-do…
43699
AlephantAI
alephant-mcp Claim
Alephant MCP server for AI cost control, BYO-key routing, 50+ providers, and 32…
N/A N/A
43700
saadsh0
Connects Claude AI to Snapchat Ads accounts for live campaign analysis and real…
Showing 43651–43700 of 45732 servers
« Prev 1 872 873 874 875 876 915 Next »