MCP Server Quality Scores
Independent quality analysis of 33449 public MCP servers
Last updated 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 31901 |
karnavals
Claim
|
— | ||||||||
| 31902 |
mpc
Claim
|
— | ||||||||
| 31903 |
DepShield MCP
Claim
Acts as a security checkpoint for AI coding agents by intercepting package inst…
|
— | ||||||||
| 31904 |
Wisnu MCP
Claim
A travel booking server that enables searching for flights, hotels, and destina…
|
— | ||||||||
| 31905 |
ServiceNow MCP Server
Claim
Enables Claude to interact with ServiceNow instances for incident management, s…
|
— | ||||||||
| 31906 |
|
— | ||||||||
| 31907 |
sutra
Claim
|
— | ||||||||
| 31908 |
Perigon.CLI
Claim
This is a tool that helps you quickly build backend services based on Asp.Net C…
|
— | ||||||||
| 31909 |
mcp-meilisearch
Claim
mcp-meilisearch
|
— | ||||||||
| 31910 |
CSV parsing API for AI agents. Convert CSV data to JSON array with auto-detecti…
|
— | ||||||||
| 31911 |
mcpgrowcrm1
Claim
|
— | ||||||||
| 31912 |
calhacks
Claim
|
— | ||||||||
| 31913 |
devflow-mcp
Claim
A production-ready MCP server that provides AI assistants with comprehensive Gi…
|
— | ||||||||
| 31914 |
wartegonline-mcp-ts
Claim
|
— | ||||||||
| 31915 |
mcpfligh
Claim
|
— | ||||||||
| 31916 |
Genomic-Agent-Discovery
Claim
Multi-agent MCP server for genomic analysis — specialized AI agents analyze raw…
|
— | ||||||||
| 31917 |
FAOSTAT MCP
Claim
FAOSTAT data for 245 countries: crops, trade, food security, and emissions via …
|
— | ||||||||
| 31918 |
ab
Claim
|
— | ||||||||
| 31919 |
MCP Analytics
Claim
Statistical analysis platform — upload CSV or connect GA4/GSC, run 77+ validate…
|
— | ||||||||
| 31920 |
Enables AI assistants like Claude to manage personal expenses locally using SQL…
|
— | ||||||||
| 31921 |
MCP Chat
Claim
A command-line interface application that enables interactive chat with AI mode…
|
— | ||||||||
| 31922 |
firewalla-mcp-server
Claim
A read-only MCP server that enables Claude to audit Firewalla network security …
|
— | ||||||||
| 31923 |
skybridge
Claim
Skybridge is a Full-Stack TypeScript framework for MCP Apps and ChatGPT Apps. T…
|
— | ||||||||
| 31924 |
An MCP server that connects Claude to Google Sheets for enhanced brainstorming …
|
— | ||||||||
| 31925 |
Boyce
Claim
Deterministic SQL compiler for AI agents. Your agent stops guessing SQL.
|
— | ||||||||
| 31926 |
@kazuph/mcp-obsidian
Claim
Obsidian vault connector for Claude Desktop - enables reading and writing Markd…
|
— | ||||||||
| 31927 |
repo-graph
Claim
Structural graph map of any codebase so LLMs navigate by structure, not guesswo…
|
— | ||||||||
| 31928 |
MCP ALL TOOLS GHL
Claim
A comprehensive Model Context Protocol (MCP) server that provides programmatic …
|
— | ||||||||
| 31929 |
Math MCP Learning
Claim
Educational MCP server with math operations, statistics, visualizations, and pe…
|
— | ||||||||
| 31930 |
IPOGrid Research
Claim
Hosted MCP server for filing-driven IPO research, market snapshots, SEC filing …
|
— | ||||||||
| 31931 |
mcp-gera-prime
Claim
Gera Prime MCP (placeholder) — Everything subscription meta-product. Launching …
|
— | ||||||||
| 31932 |
Browse and buy ELC Conference 2026 engineering leadership tickets in Prague via…
|
— | ||||||||
| 31933 |
demo-002
Claim
|
— | ||||||||
| 31934 |
anon.li
Claim
|
— | ||||||||
| 31935 |
CoderSwap MCP Server
Claim
Build searchable AI research knowledge bases with hybrid vector search directly…
|
— | ||||||||
| 31936 |
dbSNP MCP Plugin
Claim
An MCP plugin that provides access to NCBI's dbSNP database, allowing developer…
|
— | ||||||||
| 31937 |
firefox-devtools-mcp
Claim
Model Context Protocol server for Firefox DevTools - enables AI assistants to i…
|
— | ||||||||
| 31938 |
Torna MCP Server
Claim
Enables interaction with Torna API documentation management platform, allowing …
|
— | ||||||||
| 31939 |
docu-scan by SPOCONT
Claim
Extract specified key-values and all recognizable structured data from .pdf usi…
|
— | ||||||||
| 31940 |
david-mcp6
Claim
|
— | ||||||||
| 31941 |
i18n Agent
Claim
AI-powered translation management built for AI agents. Automate localization wi…
|
— | ||||||||
| 31942 |
BasinVault
Claim
BasinVault Sales MCP gives AI assistants accurate, up-to-date facts about Basin…
|
— | ||||||||
| 31943 |
agent-media
Claim
Generate AI UGC videos with talking heads, B-roll, and subtitles.
|
— | ||||||||
| 31944 |
Invoker MCP Server
Claim
Enables AI agents to create, run, and manage HTTP requests using the Invoker AP…
|
— | ||||||||
| 31945 |
The human API for AI agents. When your agent hits a task it can't do — verify a…
|
— | ||||||||
| 31946 |
abcd
Claim
|
— | ||||||||
| 31947 |
kovex-dental-marketing
Claim
AI-powered dental social media marketing tools. Generate Instagram captions, fi…
|
— | ||||||||
| 31948 |
Pwno MCP
Claim
Enables stateful binary analysis and pwn research through GDB/pwndbg debugging …
|
— | ||||||||
| 31949 |
Startup Helper MCP
Claim
Provides comprehensive startup consulting services including commercial area an…
|
— | ||||||||
| 31950 |
Bridge MCP Server
Claim
Bridge is a hosted MCP server that connects AI models to business tools like Cl…
|
— | ||||||||