MCP Scoreboard

53551

Discovered

→

29763

Scored

→

2112

Verified

→

16952

Complete

Our Methodology How we score servers → Find & Claim Your Server Free score alerts & badge →

Last updated 36 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
53151	brightdata-mcp Claim test111	—	○ ⏳	—	N/A	N/A	—	95	—
53152	Arcane MCP Claim AI-powered Docker management server that enables natural language control of en…	—	○ ⏳	—	—	—	—	—	—
53153	origin-MCP Claim Enables AI assistants to control Origin 2025b for scientific plotting via natur…	—	○ ⏳	—	N/A	N/A	—	—	—
53154	Nutrition and Training Tracker MCP Claim MCP server for tracking nutrition meals and workouts, integrating with claude.a…	—	○ ⏳	—	—	—	—	—	—
53155	EasyProject MCP Server Claim Integrates with EasyProject API to manage projects, tasks, users, time tracking…	—	○ ⏳	—	—	—	—	—	—
53156	DicePDF Claim Local-first PDF tools for AI agents: merge, split, extract, render, compress. F…	—	○ ⏳	—	N/A	N/A	—	—	—
53157	PureData-MCP Claim Control and live-patch Pure Data from AI agents via the Model Context Protocol.	—	○ ⏳	—	N/A	N/A	—	—	—
53158	Code Review Assistant Claim An MCP server that automates code review by providing syntax checking, code exp…	—	○ ⏳	—	—	—	—	—	—
53159	anansi Claim A self-healing web scraper built for hostile sites: selectors repair themselves…	—	○ ⏳	—	N/A	N/A	—	—	—
53160	Arc MCP Server Claim Enables AI tools to access Arc Testnet blockchain data, including USDC balances…	—	○ ⏳	—	—	—	—	—	—
53161	pyspark-mcp Claim SQL to PySpark conversion, AWS Glue job generation, and Spark code optimization.	—	○ ⏳	—	N/A	N/A	—	—	—
53162	mcp-remote-ssh Claim MCP server giving AI agents full SSH access with persistent sessions, structure…	—	○ ⏳	—	—	—	—	—	—
53163	nexus-convergence-mcp Claim Exposes the Balanced Intelligence Convergence Pipeline as MCP tools for multi-L…	—	○ ⏳	—	—	—	—	—	—
53164	software3 Claim	—	○ ⏳	—	N/A	N/A	—	95	—
53165	bolsa-de-carga-mcp Claim Freight marketplace MCP server for European road logistics. Search and manage f…	—	○ ⏳	—	—	—	—	—	—
53166	NASA MCP Server Claim Provides access to NASA's public APIs including Astronomy Picture of the Day, M…	—	○ ⏳	—	—	—	—	—	—
53167	CoreViz MCP Claim Exposes a visual library with semantic search, tagging, editing, and management…	—	○ ⏳	—	N/A	N/A	—	—	—
53168	TranslationX MCP Server Claim A server that provides translation capabilities using TranslationX API, enablin…	—	○ ⏳	—	N/A	N/A	—	—	—
53169	pinnedai-mcp Claim Stops your AI from re-introducing bugs, leaking provider keys, or weakening tes…	—	○ ⏳	—	N/A	N/A	—	—	—
53170	betting-brain-v3 Claim Provides betting intelligence and analytics tools including exposure, CLV, shar…	—	○ ⏳	—	—	—	—	—	—
53171	MCP Security Emulator Claim Simulates security attacks by providing LLM attack test payloads to validate Mo…	—	○ ⏳	—	—	—	—	—	—
53172	Parcel MCP Server Claim A mock MCP server for small parcel operations, providing tools to track package…	—	○ ⏳	—	—	—	—	—	—
53173	Effect Airtable MCP Server Claim A production-ready MCP server for Airtable that enables programmatic management…	—	○ ⏳	—	—	—	—	—	—
53174	laserbrain Claim Enables AI to sense, tend, and communicate with a continuous weather field simu…	—	○ ⏳	—	N/A	N/A	—	—	—
53175	neighbors Claim Enables multiple Claude Code sessions to communicate and coordinate through bro…	—	○ ⏳	—	N/A	N/A	—	—	—
53176	myproject Claim	—	○ ⏳	—	N/A	N/A	—	95	—
53177	Haiven MCP Server Claim Connects AI tools to your organization's Haiven prompts, allowing seamless acce…	—	○ ⏳	—	N/A	N/A	—	—	—
53178	Zendesk API MCP Server Claim A comprehensive MCP server for managing Zendesk Support, Talk, Chat, and Guide …	—	○ ⏳	—	—	—	—	—	—
53179	FetchV2 MCP Server Claim Model Context Protocol (MCP) server for web content fetching and extraction. En…	—	○ ⏳	—	—	—	—	—	—
53180	swiss-food-safety-mcp Claim MCP server connecting AI models to Swiss Federal Food Safety and Veterinary Off…	—	○ ⏳	—	—	—	—	—	—
53181	PR-Splitter-MCP Claim An MCP server that intelligently splits large pull requests into multiple small…	—	○ ⏳	—	N/A	N/A	—	—	—
53182	Linux Shell Command Executor MCP Claim Enables AI models to safely execute pre-defined Linux shell commands with a whi…	—	○ ⏳	—	N/A	N/A	—	—	—
53183	@nimbus21.ai/chrome-devtools-mcp Claim Lets AI coding agents control and inspect a live Chrome browser via MCP, provid…	—	○ ⏳	—	N/A	N/A	—	—	—
53184	mcp-mysql-server Claim Provides a lightweight MySQL database interface via stdio, enabling query execu…	—	○ ⏳	—	N/A	N/A	—	—	—
53185	shopify Claim	—	○ ⏳	—	N/A	N/A	—	95	—
53186	oracle-models Claim Classifies development task complexity (LIGHT/MEDIUM/HEAVY) and recommends the …	—	○ ⏳	—	—	—	—	—	—
53187	Vextra MCP Server Claim A server based on Model Context Protocol that processes and parses design files…	—	○ ⏳	—	N/A	N/A	—	95	—
53188	astrograph Claim An MCP server that detects duplicate code using AST graph isomorphism, blocking…	—	○ ⏳	—	N/A	N/A	—	—	—
53189	arena-mcp Claim Enables AI agents to interact with Are.na for creative research and knowledge c…	—	○ ⏳	—	—	—	—	—	—
53190	mimo-free-api-mcp Claim OpenAI-compatible gateway and native MCP server for Xiaomi MiMo models, enablin…	—	○ ⏳	—	—	—	—	—	—
53191	everything-search-mcp Claim Enables AI assistants to search local files on Windows using the Everything sea…	—	○ ⏳	—	N/A	N/A	—	—	—
53192	deepseek-mcp Claim Enables using DeepSeek models as a small, cheap supervised worker from any MCP-…	—	○ ⏳	—	—	—	—	—	—
53193	remote-mcp-server Claim Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…	—	○ ⏳	—	—	—	—	—	—
53194	Cooper Cyber Coffee OpenCTI MCP Server Claim This MCP server connects Claude Desktop to OpenCTI for AI-augmented threat inte…	—	○ ⏳	—	N/A	N/A	—	—	—
53195	MCP Gateway Claim A TypeScript gateway that aggregates multiple MCP servers into a single endpoin…	—	○ ⏳	—	—	—	—	—	—
53196	Bauplan MCP Server Claim Enables AI assistants to interact with Bauplan lakehouse operations, including …	—	○ ⏳	—	—	—	—	—	—
53197	juscraper-mcp Claim Public MCP server for querying Brazilian court jurisprudence, processes, and co…	—	○ ⏳	—	—	—	—	—	—
53198	tlaplus-mcp Claim Exposes the TLA+ toolchain (TLC, SANY, PlusCal, TLATeX) as structured JSON tool…	—	○ ⏳	—	N/A	N/A	—	—	—
53199	SimpleCalculator MCP Server Claim Enables arithmetic operations (add, subtract, multiply, divide) through a custo…	—	○ ⏳	—	—	—	—	—	—
53200	mcp-research-assistant Claim A research assistant server that enables saving, organizing, and retrieving res…	—	○ ⏳	—	N/A	N/A	—	—	—

Showing 53151–53200 of 53551 servers

« Prev 1 … 1062 1063 1064 1065 1066 … 1072 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops