MCP Server Quality Scores
Independent quality analysis of 48148 public MCP servers
Last updated 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48001 |
DroidPilot
Claim
Drive an Android phone over ADB and expose it to AI agents via MCP, enabling na…
|
— | ||||||||
| 48002 |
realtime-register-mcp
Claim
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…
|
— | ||||||||
| 48004 |
research-mcp
Claim
A citation-finding research assistant for scientists, exposed as an MCP server …
|
— | ||||||||
| 48005 |
perplexity-server
Claim
A TypeScript-based MCP server that implements a simple notes system with resour…
|
— | ||||||||
| 48006 |
divination-chart-mcp
Claim
An MCP server for generating Chinese divination charts (Six-line and Bazi) base…
|
— | ||||||||
| 48007 |
A boilerplate for building MCP servers using TypeScript, with example tools lik…
|
— | ||||||||
| 48008 |
cronmcp
Claim
Cron scheduler stdio MCP server that enables creating and managing scheduled pr…
|
— | ||||||||
| 48009 |
Aggregates Lemon Squeezy, Gumroad, Polar, and Stripe revenue into one Claude-qu…
|
— | ||||||||
| 48010 |
PMCP
Claim
A single MCP server gateway that reduces context bloat by providing progressive…
|
— | ||||||||
| 48011 |
Mixpanel MCP Server
Claim
Enables AI assistants to track events, page views, user signups, and update use…
|
— | ||||||||
| 48012 |
ai-distiller-mcp
Claim
Provides filesystem access to Claude via the MCP protocol, enabling local file …
|
— | ||||||||
| 48013 |
jankins
Claim
Token-optimized Jenkins MCP server with smart log handling and failure triage f…
|
— | ||||||||
| 48014 |
XMind MCP Server
Claim
Enables incremental editing of XMind mind maps using atomic tools for reading, …
|
— | ||||||||
| 48015 |
mermaid_mcp_tool
Claim
Provides Mermaid code validation and iterative line-level repair to fix syntax …
|
— | ||||||||
| 48016 |
Minecraft Document MCP
Claim
Enables AI assistants to search and retrieve content from the Chinese Minecraft…
|
— | ||||||||
| 48017 |
Perdoo MCP Server
Claim
An MCP server that integrates with the Perdoo OKR platform, providing tools to …
|
— | ||||||||
| 48018 |
ynab-mcp-server
Claim
A personal MCP server that gives Claude native access to YNAB budget data.
|
— | ||||||||
| 48019 |
A REST API server implementation for message handling with Oracle Database inte…
|
— | ||||||||
| 48020 |
Burp Suite MCP Analyzer
Claim
An MCP server that lets AI assistants analyze Burp Suite XML exports offline, w…
|
— | ||||||||
| 48021 |
secscan-mcp
Claim
MCP server for Cursor that scans codebases for security issues including hardco…
|
— | ||||||||
| 48022 |
LangChain MCP Demo
Claim
Enables grounding AI responses in a local document corpus by exposing MCP tools…
|
— | ||||||||
| 48023 |
Enables AI assistants to book meetings, check availability, and manage Cal.com …
|
— | ||||||||
| 48024 |
openfoodfacts-mcp-server
Claim
MCP server for Open Food Facts, enabling food product lookup by barcode, search…
|
— | ||||||||
| 48025 |
symbolic_math_mcp
Claim
A standalone FastMCP server that validates symbolic math proof files in YAML fo…
|
— | ||||||||
| 48026 |
Mail MCP
Claim
An email assistant MCP server that enables mailbox operations such as listing f…
|
— | ||||||||
| 48027 |
antics-mcp
Claim
Enables AI agents to deploy multiplayer web games as playable URLs with rooms, …
|
— | ||||||||
| 48028 |
CRREM MCP Server
Claim
Provides CRREM v2.05 carbon pathway data for real estate decarbonization analys…
|
— | ||||||||
| 48029 |
GoHighLevel MCP Server
Claim
Enables AI assistants to manage GoHighLevel CRM data including contacts, conver…
|
— | ||||||||
| 48030 |
mailpal-mcp
Claim
Free email for AI agents with hardware attestation, real SMTP/IMAP/JMAP, and re…
|
— | ||||||||
| 48031 |
bitbucket-mcp-server
Claim
MCP server for Bitbucket Cloud that enables AI agents to manage repositories, b…
|
— | ||||||||
| 48032 |
DevEyes
Claim
DevEyes is a Model Context Protocol (MCP) server that captures screenshots from…
|
— | ||||||||
| 48033 |
mcp-appstore-connect
Claim
Enables AI assistants to manage Apple App Store Connect operations including ap…
|
— | ||||||||
| 48034 |
Enables natural language querying and data manipulation of Salesforce orgs, wit…
|
— | ||||||||
| 48035 |
@verigent/mcp-server
Claim
MCP server for Verigent's AI agent verification, enabling agents to verify them…
|
— | ||||||||
| 48036 |
Telegram MCP Server
Claim
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…
|
— | ||||||||
| 48038 |
jenny-mcp-server
Claim
Enables AI agents to interact with the Windows desktop environment, including b…
|
— | ||||||||
| 48039 |
MCP Project Bridge
Claim
Enables multi-project workspaces to share structured notes, API contracts, and …
|
— | ||||||||
| 48040 |
Vision MCP Server
Claim
Enables screenshot capture and visual analysis using cloud or local vision mode…
|
— | ||||||||
| 48041 |
Cashfree CLI
Claim
Enables AI agents to test Cashfree payment integrations end-to-end by creating …
|
— | ||||||||
| 48042 |
GitHub MCP Server
Claim
Enables GitHub API integration via MCP, allowing search, repository details, fi…
|
— | ||||||||
| 48043 |
todo-list-mcp
Claim
Manages a persistent todo list with SQLite storage, reminder notifications, and…
|
— | ||||||||
| 48044 |
ansible-galaxy-mcp
Claim
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…
|
— | ||||||||
| 48046 |
artemis-mcp-server
Claim
An MCP server that lets an AI agent work with an ActiveMQ Artemis broker.
|
— | ||||||||
| 48047 |
1C via COM MCP Server
Claim
Enables querying and interacting with 1C:Enterprise databases via COM connectio…
|
— | ||||||||
| 48048 |
Google Autocomplete API
Claim
Enables AI agents to fetch Google autocomplete suggestions for partial queries,…
|
— | ||||||||
| 48049 |
cloudflare-email
Claim
An MCP server that receives emails on your domain and allows AI assistants to s…
|
— | ||||||||
| 48050 |
control-expert-mcp
Claim
MCP server that enables AI agents to read, edit, and create PLC projects in Eco…
|
— | ||||||||