MCP Server Quality Scores
Independent quality analysis of 64636 public MCP servers
Last updated 5 hours, 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36801 |
spendict
Claim
A performance marketer's run/fix/kill verdict for AI agents — ad creative, camp…
|
— | ||||||||
| 36802 |
WebWatch MCP
Claim
An MCP server for monitoring website changes. Enables tracking URLs, detecting …
|
— | ||||||||
| 36803 |
toggle-brain MCP Server
Claim
Exposes the Toggle Brain knowledge base, prompt templates, and executable scrip…
|
— | ||||||||
| 36804 |
Odds API MCP Server
Claim
An MCP server that connects Claude Desktop to The Odds API, giving Claude real-…
|
— | ||||||||
| 36805 |
pubmed-evidence
Claim
Enables PubMed literature search, metadata retrieval, BibTeX export, and eviden…
|
— | ||||||||
| 36806 |
mcp-server-cal
Claim
Cal.com scheduling MCP server: manage bookings, event types, and availability.
|
— | ||||||||
| 36807 |
Elastic MCP Server
Claim
A read-only MCP server that gives AI assistants natural language access to Elas…
|
— | ||||||||
| 36808 |
open-mcp
Claim
Turn a web API into an MCP server in 10 seconds and add it to the open source r…
|
— | ||||||||
| 36809 |
notebooklm-mcp-2026
Claim
MCP server for querying Google NotebookLM notebooks, enabling AI assistants to …
|
— | ||||||||
| 36810 |
domin8
Claim
A deterministic MCP server that enforces auditable workflows by requiring AI ag…
|
— | ||||||||
| 36811 |
Institutional-grade quantitative stock analysis and research signals for AI age…
|
— | ||||||||
| 36812 |
App Adapter
Claim
An MCP server that translates human GUI actions into machine-executable command…
|
— | ||||||||
| 36813 |
Google Jules MCP Server
Claim
Enables interaction with Google Jules API to automate software development task…
|
— | ||||||||
| 36814 |
monosketch-mcp
Claim
An MCP server that enables AI agents to create beautiful ASCII diagrams using U…
|
— | ||||||||
| 36815 |
scicompute-mcp
Claim
MCP server for scientific computing with multiple backends (Mathematica, Octave…
|
— | ||||||||
| 36816 |
mcp-kraken
Claim
An MCP server that exposes the Kraken cryptocurrency exchange Spot REST API ove…
|
— | ||||||||
| 36817 |
mock-mcp-server
Claim
A test MCP server that validates gateway connectivity, identity propagation, an…
|
— | ||||||||
| 36818 |
cypress-mcp
Claim
MCP server plugin for Cypress that enables AI agents to control a browser for a…
|
— | ||||||||
| 36819 |
Yaw MCP
Claim
Manages and dispatches multiple MCP servers from a cloud dashboard, reducing to…
|
— | ||||||||
| 36820 |
zomato
Claim
|
— | ||||||||
| 36821 |
superhighway-mcp
Claim
An MCP server that provides real-time web search to AI agents via a pay-per-sea…
|
— | ||||||||
| 36822 |
mcp-feedback-ultra
Claim
Interactive feedback server for AI-assisted development with Web UI and desktop…
|
— | ||||||||
| 36823 |
any-db-mcp
Claim
A multi-database MCP server that enables LLMs to safely interact with MySQL, Po…
|
— | ||||||||
| 36824 |
MCP bridge for inter-session communication between Claude Code instances
|
— | ||||||||
| 36825 |
ktx
Claim
ktx is an MCP server that provides agents with accurate warehouse querying by s…
|
— | ||||||||
| 36826 |
apache-atlas-mcp
Claim
Connects LLM agents to Apache Atlas for searching, tracing lineage, and managin…
|
— | ||||||||
| 36827 |
insight-mcp
Claim
Enables hybrid document search (BM25 and dense) over a configurable corpus via …
|
— | ||||||||
| 36828 |
Provides tools to interact with Jira, including JQL queries, ticket creation, e…
|
— | ||||||||
| 36829 |
A boilerplate for building MCP servers using TypeScript, with example tools lik…
|
— | ||||||||
| 36830 |
lumora
Claim
|
— | ||||||||
| 36831 |
morningform
Claim
stdio MCP proxy for MorningForm — bridges Claude Code to MorningForm HTTPS MCP …
|
— | ||||||||
| 36832 |
mcp-context-monitor
Claim
Context window usage estimation for AI coding agents via MCP, enabling proactiv…
|
— | ||||||||
| 36833 |
Whoop MCP Server
Claim
A secure server that allows Claude Desktop application to access and process Wh…
|
— | ||||||||
| 36834 |
Colombia payments for AI agents — PSE / Nequi via Mercado Pago. Never holds fun…
|
— | ||||||||
| 36835 |
grok-search-mcp
Claim
MCP server that enables coding agents to search X/Twitter and the web through t…
|
— | ||||||||
| 36836 |
clawrag
Claim
|
— | ||||||||
| 36837 |
agentburn
Claim
Local profiler for AI agents: burn by source, overnight bill, behavioral forens…
|
— | ||||||||
| 36838 |
MLB Stats MCP Server
Claim
A Cloudflare Worker that provides access to MLB Statistics API data through the…
|
— | ||||||||
| 36839 |
regex-ai-mcp
Claim
regex-ai-mcp MCP server by MEOK AI Labs
|
— | ||||||||
| 36840 |
agentpassport
Claim
Cryptographically verifiable, scope-narrowing delegation chains for AI agents, …
|
— | ||||||||
| 36841 |
mcp-noctua
Claim
Exposes a pentest toolbox (sqlmap, nuclei, ffuf, etc.) via Docker to an LLM orc…
|
— | ||||||||
| 36842 |
lsp-mcp
Claim
An MCP server that exposes LSP-backed code navigation and editing tools to LLM …
|
— | ||||||||
| 36843 |
stockmatrix-mcp
Claim
Korean stock market theme lifecycle analysis for 250+ KOSPI/KOSDAQ investment t…
|
— | ||||||||
| 36844 |
Facebook MCP Server
Claim
Enables AI agents to manage Facebook profiles, pages, posts, and engagement via…
|
— | ||||||||
| 36845 |
Institutional-grade research and diligence reports on hedge funds, private equi…
|
— | ||||||||
| 36846 |
Old Cars Data
Claim
Collector-car auction history, live listings, bid trails, and market statistics…
|
— | ||||||||
| 36847 |
agent-audit-trail
Claim
Compliance infrastructure for agentic AI. Immutable audit logging, policy enfor…
|
— | ||||||||
| 36848 |
time-mcp
Claim
Lightweight MCP server providing system time tools (current time, date, datetim…
|
— | ||||||||
| 36849 |
Mnemex
Claim
Provides human-like memory dynamics for AI assistants, enabling natural forgett…
|
— | ||||||||
| 36850 |
Sage MCP Server
Claim
A Model Context Protocol (MCP) server for interacting with the Sage Grande Test…
|
— | ||||||||