MCP Server Quality Scores
Independent quality analysis of 66301 public MCP servers
Last updated 37 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 64901 |
Git Commit MCP Server
Claim
Enables AI assistants to create conventional Git commits, update changelogs, an…
|
— | ||||||||
| 64902 |
Enables users to interact with professional digital twin data via Claude Deskto…
|
— | ||||||||
| 64903 |
Doctrine fiscale française (BOFiP) : recherche, veille et graphe doctrinal. Eta…
|
— | ||||||||
| 64904 |
@argosvix/mcp-server
Claim
Lets AI agents query, manage, and operate their LLM observability data directly…
|
— | ||||||||
| 64905 |
cox-automotive-mcp
Claim
First MCP server for the auto-dealership vertical. Lets Claude, Cursor, or any …
|
— | ||||||||
| 64906 |
mcp-github-server
Claim
A simple MCP server that provides repository information (list repos, get repo …
|
— | ||||||||
| 64907 |
bybit-ws
Claim
An MCP server that enables AI agents to scan the market, manage positions, and …
|
— | ||||||||
| 64908 |
Saju MCP Server
Claim
Enables MCP clients to compute and interpret Korean Four Pillars of Destiny (Sa…
|
— | ||||||||
| 64909 |
Pipelex MCP Server
Claim
Enables AI agents to build and execute Pipelex pipelines on-the-fly from natura…
|
— | ||||||||
| 64910 |
yougile-mcp
Claim
A production-grade Model Context Protocol server for YouGile that lets AI agent…
|
— | ||||||||
| 64911 |
@skillzmarket/mcp
Claim
Enables AI assistants to search, get info, call, and review paid AI skills on S…
|
— | ||||||||
| 64912 |
Guck MCP Server
Claim
Guck is a tiny, MCP-first telemetry store for agentic debugging. It provides to…
|
— | ||||||||
| 64913 |
database-explorer-mcp
Claim
Enables AI assistants to connect to and interact with PostgreSQL, MySQL, SQLite…
|
— | ||||||||
| 64914 |
tingyun-mcp
Claim
Allows AI assistants to query Tingyun (Wukong) platform monitoring data for App…
|
— | ||||||||
| 64915 |
finn-mcp
Claim
An MCP server that provides access to finn.no, Norway's largest online classifi…
|
— | ||||||||
| 64916 |
Squish Memory
Claim
Connect once. Remember everywhere. Squish gives ChatGPT, Claude Code, and every…
|
— | ||||||||
| 64917 |
SIC Codes UK
Claim
UK SIC code lookup, GICS/ICB mapping, and Companies House search. 731 codes, 5.…
|
— | ||||||||
| 64918 |
mlctl
Claim
Enables natural language management of the full ML lifecycle including experime…
|
— | ||||||||
| 64919 |
customaise
Claim
Connects AI coding agents to the Customaise Chrome extension, enabling manageme…
|
— | ||||||||
| 64920 |
Vector Memory MCP Server
Claim
Enables AI assistants to save and recall information from files or free-form no…
|
— | ||||||||
| 64921 |
SeaTalk MCP Server
Claim
Enables AI assistants to send and retrieve messages, access employee informatio…
|
— | ||||||||
| 64922 |
Salesforce MCP
Claim
Connects any MCP-compatible AI assistant directly to a Salesforce org for query…
|
— | ||||||||
| 64923 |
Converts structured Markdown into ProcessOn mind maps via API, enabling AI agen…
|
— | ||||||||
| 64924 |
stackchan-mcp
Claim
Bridges MCP-compatible AI assistants with the Stack-chan robot, enabling speech…
|
— | ||||||||
| 64925 |
dynalist-mcp
Claim
A Model Context Protocol server that enables AI assistants to read, write, sear…
|
— | ||||||||
| 64926 |
Turn any URL into clean markdown/JSON for AI agents. Self-hostable web content …
|
— | ||||||||
| 64927 |
onchain-safety-mcp
Claim
Token-safety for AI agents: rug/honeypot verdict + score across PulseChain, Mon…
|
— | ||||||||
| 64928 |
ChainID Guard
Claim
MCP server that gates premium features behind a combined x402 (USDC per call) a…
|
— | ||||||||
| 64929 |
Checks npm and PyPI packages for outdated versions, deprecation status, and bre…
|
— | ||||||||
| 64930 |
moengage-mcp
Claim
MCP server for MoEngage marketing platform, exposing campaign and email-templat…
|
— | ||||||||
| 64931 |
NanoBanana MCP Server
Claim
Connects to Google Gemini API for text-to-image generation and image editing, w…
|
— | ||||||||
| 64932 |
kos-telnet-mcp
Claim
This MCP server enables AI agents to control kOS computers in Kerbal Space Prog…
|
— | ||||||||
| 64933 |
nano-banana-mcp
Claim
MCP server that generates images using Gemini 3 Pro Image on Vertex AI, with su…
|
— | ||||||||
| 64934 |
agent-verifier-mcp
Claim
Spending limits for AI agents. Create budgets, enforce limits, track spend acro…
|
— | ||||||||
| 64935 |
Provides investigation tools for Cloudflare CCF data in Microsoft Sentinel, ena…
|
— | ||||||||
| 64936 |
mcp-apollo-config
Claim
Enables querying and editing configuration items in Apollo Config Center using …
|
— | ||||||||
| 64937 |
kalendia-mcp
Claim
An MCP server for Kalendia that enables AI assistants to manage calendar connec…
|
— | ||||||||
| 64938 |
RAPT.io MCP Server
Claim
Enables monitoring and controlling KegLand RAPT fermentation chambers and RaptP…
|
— | ||||||||
| 64939 |
tealium-mcp-server
Claim
Enables Tealium data layer validation, debugging, documentation generation, and…
|
— | ||||||||
| 64940 |
Gmail MCP Server
Claim
A Windows-first Python MCP server for Gmail that reads unread emails and create…
|
— | ||||||||
| 64941 |
japan-ir-search
Claim
MCP server enabling full-text search of Japanese corporate IR filings (EDINET) …
|
— | ||||||||
| 64942 |
Serbia SEF eFaktura invoices for AI agents: build UBL 2.1 SRB-CIUS, upload to S…
|
— | ||||||||
| 64943 |
ingress2gateway-aws-mcp
Claim
Enables conversion of Nginx Ingress resources to AWS Gateway API (ALB/NLB) YAML…
|
— | ||||||||
| 64944 |
MCP server for connecting Claude Desktop to a local medical knowledge base with…
|
— | ||||||||
| 64945 |
Graph
Claim
An MCP server that gives your agent a persistent project brain: vision, archite…
|
— | ||||||||
| 64946 |
mcp-ocrspace
Claim
OCR.space MCP server that enables image and PDF text extraction via the OCR.spa…
|
— | ||||||||
| 64947 |
boring-news-mcp
Claim
A Python MCP server for fetching and summarizing news articles from the Boring …
|
— | ||||||||
| 64948 |
ollama-code-mcp
Claim
An MCP server that lets Claude Code delegate coding tasks such as code generati…
|
— | ||||||||
| 64949 |
Neo4j YASS MCP
Claim
Production-ready MCP server for Neo4j graph databases, enabling natural languag…
|
— | ||||||||
| 64950 |
LLM Council MCP
Claim
Enables Claude Code to consult external LLMs (GPT, Gemini) through multi-turn s…
|
— | ||||||||