MCP Server Quality Scores

Independent quality analysis of 48148 public MCP servers

48148
Discovered
29619
Scored
2112
Verified
16952
Complete

Last updated 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48001
LioMatthys
DroidPilot Claim
Drive an Android phone over ADB and expose it to AI agents via MCP, enabling na…
N/A N/A
48002
An MCP server for domain management, enabling domain availability checks, bulk …
48003
UnSplashX Claim
An MCP server for the Unsplash API that enables searching, downloading, and ins…
N/A N/A
48004
research-mcp Claim
A citation-finding research assistant for scientists, exposed as an MCP server …
48005
dkmaker
A TypeScript-based MCP server that implements a simple notes system with resour…
N/A N/A
48006
wangsquirrel
An MCP server for generating Chinese divination charts (Six-line and Bazi) base…
48007
kimhailey
A boilerplate for building MCP servers using TypeScript, with example tools lik…
N/A N/A
48008
cronmcp Claim
Cron scheduler stdio MCP server that enables creating and managing scheduled pr…
N/A N/A
48009
charlie-morrison
Aggregates Lemon Squeezy, Gumroad, Polar, and Stripe revenue into one Claude-qu…
N/A N/A
48010
ViperJuice
PMCP Claim
A single MCP server gateway that reduces context bloat by providing progressive…
48011
ciaraadkins
Enables AI assistants to track events, page views, user signups, and update use…
48012
Provides filesystem access to Claude via the MCP protocol, enabling local file …
N/A N/A
48013
jankins Claim
Token-optimized Jenkins MCP server with smart log handling and failure triage f…
48014
Enables incremental editing of XMind mind maps using atomic tools for reading, …
N/A N/A
48015
Provides Mermaid code validation and iterative line-level repair to fix syntax …
N/A N/A
48016
Enables AI assistants to search and retrieve content from the Chinese Minecraft…
48017
An MCP server that integrates with the Perdoo OKR platform, providing tools to …
48018
Gregarrific
A personal MCP server that gives Claude native access to YNAB budget data.
48019
avhrst
A REST API server implementation for message handling with Oracle Database inte…
81
48020
An MCP server that lets AI assistants analyze Burp Suite XML exports offline, w…
N/A N/A
48021
openjkai
secscan-mcp Claim
MCP server for Cursor that scans codebases for security issues including hardco…
N/A N/A
48022
shafeequealipt-dotcom
Enables grounding AI responses in a local document corpus by exposing MCP tools…
N/A N/A
48023
Niopub
Enables AI assistants to book meetings, check availability, and manage Cal.com …
48024
AiAgentKarl
MCP server for Open Food Facts, enabling food product lookup by barcode, search…
48025
A standalone FastMCP server that validates symbolic math proof files in YAML fo…
N/A N/A
48026
Mail MCP Claim
An email assistant MCP server that enables mailbox operations such as listing f…
48027
antics-gg
antics-mcp Claim
Enables AI agents to deploy multiplayer web games as playable URLs with rooms, …
48028
soapboxbuild
Provides CRREM v2.05 carbon pathway data for real estate decarbonization analys…
48029
basicmachines-co
Enables AI assistants to manage GoHighLevel CRM data including contacts, conver…
48030
mailpal-com
mailpal-mcp Claim
Free email for AI agents with hardware attestation, real SMTP/IMAP/JMAP, and re…
48031
fnops
MCP server for Bitbucket Cloud that enables AI agents to manage repositories, b…
48032
gnana997
DevEyes Claim
DevEyes is a Model Context Protocol (MCP) server that captures screenshots from…
N/A N/A
48033
ahmetsina
Enables AI assistants to manage Apple App Store Connect operations including ap…
48034
jasonjuela
Enables natural language querying and data manipulation of Salesforce orgs, wit…
81
48035
verigentai
MCP server for Verigent's AI agent verification, enabling agents to verify them…
48036
BoonieX
Model Context Protocol server for Telegram. Let AI read, search, send, and forw…
48037
PAIDEIA MCP Claim
Enables using PAIDEIA's local course management and action tools with Alt's loc…
N/A N/A
48038
Enables AI agents to interact with the Windows desktop environment, including b…
N/A N/A
48039
Enables multi-project workspaces to share structured notes, API contracts, and …
N/A N/A
48040
Enables screenshot capture and visual analysis using cloud or local vision mode…
N/A N/A
48041
Cashfree CLI Claim
Enables AI agents to test Cashfree payment integrations end-to-end by creating …
N/A N/A
48042
mdabdullahfaruque
Enables GitHub API integration via MCP, allowing search, repository details, fi…
48043
l0kifs
Manages a persistent todo list with SQLite storage, reminder notifications, and…
N/A N/A
48044
fabiendupont
An MCP server that lets AI agents discover Ansible Galaxy collection input/outp…
48045
mcptokens Claim
Provides tool to count token cost of any MCP server's tool definitions, enablin…
N/A N/A
48046
An MCP server that lets an AI agent work with an ActiveMQ Artemis broker.
48047
Enables querying and interacting with 1C:Enterprise databases via COM connectio…
N/A N/A
48048
Enables AI agents to fetch Google autocomplete suggestions for partial queries,…
48049
An MCP server that receives emails on your domain and allows AI assistants to s…
48050
MCP server that enables AI agents to read, edit, and create PLC projects in Eco…
N/A N/A
Showing 48001–48050 of 48148 servers