MCP Server Quality Scores
Independent quality analysis of 64153 public MCP servers
Last updated 1 hour, 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 63051 |
molon
Claim
|
— | ||||||||
| 63052 |
codex-mcp
Claim
MCP server wrapping OpenAI Codex SDK to run Codex agents for code generation, d…
|
— | ||||||||
| 63053 |
MCP server for Apache Kafka and Timeplus. Able to list Kafka topics, poll Kafka…
|
— | ||||||||
| 63054 |
chrome-devtools-mcp
Claim
Enables AI coding assistants to control and inspect a live Chrome browser throu…
|
— | ||||||||
| 63055 |
poly-observability-mcp
Claim
Unified MCP server for observability and monitoring, providing tools to query m…
|
— | ||||||||
| 63056 |
text-transformer
Claim
Transform and analyze text in one place. Convert case, trim whitespace, reverse…
|
— | ||||||||
| 63057 |
SignaTrust MCP Server
Claim
Enables AI assistants to manage document signing workflows via natural language…
|
— | ||||||||
| 63058 |
obsidian-cli-rest
Claim
Enables programmatic control of Obsidian vaults via REST API and MCP server for…
|
— | ||||||||
| 63059 |
TitanStore Commerce MCP
Claim
MCP commerce surface for compute credits, API keys, GPU instances, and cloud st…
|
— | ||||||||
| 63060 |
crash-mcp
Claim
A structured reasoning and problem-solving MCP server that helps track step-by-…
|
— | ||||||||
| 63061 |
Ask the Market Anything.
Stock & ETF Scoring
Get the Danelfin AI Score (1–10) …
|
— | ||||||||
| 63062 |
Simple Helpers
Claim
Get quick greetings, add numbers instantly, and discover song recommendations. …
|
— | ||||||||
| 63063 |
sicry
Claim
Enables AI agents to access Tor hidden services and the dark web through tools …
|
— | ||||||||
| 63064 |
eprint-mcp-server
Claim
Enables AI assistants to search and retrieve cryptographic research papers from…
|
— | ||||||||
| 63065 |
API Locker
Claim
Encrypted credential vault with a 21-tool MCP server. Store and manage LLM API …
|
— | ||||||||
| 63066 |
mcp-db-explorer
Claim
A Model Context Protocol (MCP) server that exposes tools for exploring and quer…
|
— | ||||||||
| 63067 |
gopher
Claim
Lead intelligence layer for AI agents. Discover and enrich B2B prospects from n…
|
— | ||||||||
| 63068 |
localhost_mcp
Claim
|
— | ||||||||
| 63069 |
mcp-server
Claim
Manage your Savanto store from your AI: catalog, content, prompts, and analytic…
|
— | ||||||||
| 63070 |
tossinvest-mcp
Claim
Toss Securities (토스증권) Open API MCP server for the Korean stock market. Support…
|
— | ||||||||
| 63071 |
Exposes publisher journalism to LLMs and agent frameworks via search, retrieval…
|
— | ||||||||
| 63072 |
protocol-mcp
Claim
Connects to wetlab protocol resources such as protocols.io, enabling users to a…
|
— | ||||||||
| 63073 |
Wraps Korea Tourism Organization's Wellness Tourism API to let AI agents search…
|
— | ||||||||
| 63074 |
ChainRay
Claim
The most complete blockchain data and intelligence service for AI agents. 94 en…
|
— | ||||||||
| 63075 |
Gortex
Claim
High-performance code graph and code intelligence engine. Index code base into …
|
— | ||||||||
| 63076 |
Brand Images → Notion
Claim
Enriches Claude with tools to generate brand-consistent images using OpenAI's g…
|
— | ||||||||
| 63077 |
wikimedia
Claim
Enables natural language queries to search, retrieve, and explore Wikipedia and…
|
— | ||||||||
| 63078 |
Motus
Claim
Enables agents to search airports and find group meetup flights for multiple tr…
|
— | ||||||||
| 63079 |
palate
Claim
The taste layer for AI website builders: real design taste from 270+ deeply-ana…
|
— | ||||||||
| 63080 |
browserspendguard-mcp
Claim
Approval receipts for AI browser purchases.
|
— | ||||||||
| 63081 |
auth-vault
Claim
MCP server for secure credential management, browser-based login automation, an…
|
— | ||||||||
| 63082 |
HWPX Document Server
Claim
Enables reading, editing, and creating Korean HWPX documents through python-hwp…
|
— | ||||||||
| 63083 |
mcp-server-smallinvoice
Claim
MCP server for smallinvoice.ch — Swiss SME invoicing and accounting with 146 to…
|
— | ||||||||
| 63084 |
socialmemory-mcp
Claim
Enables local AI agents to search, read, and manage a user's saved X likes and …
|
— | ||||||||
| 63085 |
sample-mcp
Claim
A sample MCP server built with Node.js and TypeScript, demonstrating the three …
|
— | ||||||||
| 63086 |
Salesforce MCP Server
Claim
Integrates Claude with Salesforce for natural language interactions with Salesf…
|
— | ||||||||
| 63087 |
infinity-bemind
Claim
Enables querying sprint board capacity and task data for a team, allowing Claud…
|
— | ||||||||
| 63088 |
Google Ads MCP Server
Claim
Enables interaction with Google Ads data via Claude Desktop, providing tools fo…
|
— | ||||||||
| 63089 |
|
— | ||||||||
| 63090 |
survey-builder-ai-mcp
Claim
AI-powered survey builder ai MCP server for agents. Supports create survey, val…
|
— | ||||||||
| 63091 |
Tychi MCP
Claim
Agent-native self-custody wallet MCP: onboard, wallets, Arbitrum sends, policy-…
|
— | ||||||||
| 63092 |
claude-code-tools
Claim
MCP server providing code review, auto-fix, test running, linting, formatting, …
|
— | ||||||||
| 63093 |
remote-mcp-authless
Claim
A remote MCP server deployed on Cloudflare Workers without authentication, enab…
|
— | ||||||||
| 63094 |
Profitpather
Claim
First-party unsampled Shopify analytics MCP — sessions, attribution, funnels, l…
|
— | ||||||||
| 63095 |
A Node.js server that runs a WebSocket relay and AI bridges (Cursor and OpenRou…
|
— | ||||||||
| 63096 |
siyuan-mcp-server
Claim
Enables AI models to interact with SiYuan Note systems, allowing management of …
|
— | ||||||||
| 63097 |
MongoDB MCP Server
Claim
Enables AI assistants to interact natively with MongoDB databases, including sc…
|
— | ||||||||
| 63098 |
LimeAI MCP Server
Claim
MCP server for integrating LimeAI capabilities into your workflow. Enables acce…
|
— | ||||||||
| 63099 |
Lightweight MCP server for Gmail and Google Calendar, enabling email and calend…
|
— | ||||||||
| 63100 |
Mobile E2E MCP
Claim
AI-safe mobile device control via MCP: a policy-guarded, session-oriented mobil…
|
— | ||||||||