MCP Scoreboard

69182

Discovered

→

33868

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 3 hours, 43 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
52001	Conectica Claim An MCP server that enables multiple AI models (Claude, ChatGPT, Gemini) to shar…	—	○ ⏳	—	N/A	N/A	—	—	—
52002	contextgate Claim	—	○ ⏳	—	N/A	N/A	—	95	—
52003	mcp-email-server Claim Connects AI assistants to Microsoft 365 via the Graph API, enabling email searc…	—	○ ⏳	—	N/A	N/A	—	—	—
52004	Azure Platform Engineering MCP Server Claim Provides AI agents with real-time access to live Azure infrastructure, includin…	—	○ ⏳	—	—	—	—	—	—
52005	bugsink-mcp Claim Hosted MCP server that exposes your self-hosted Bugsink error tracker as tools …	—	○ ⏳	—	—	—	—	—	—
52006	mcp-gateway-sandbox Claim Enables executing arbitrary code and Postman collections in isolated Docker san…	—	○ ⏳	—	N/A	N/A	—	—	—
52007	inquisitor Claim Enables AI agents to efficiently solve problems by estimating complexity, pruni…	—	○ ⏳	—	N/A	N/A	—	—	—
52008	storykit-mcp Claim MCP server for the StoryKit asset library — search and embed free, generated de…	—	○ ⏳	—	—	—	—	—	—
52009	Avanza-MCP Claim MCP server for Avanza portfolio monitoring and trading, supporting regular and …	—	○ ⏳	—	N/A	N/A	—	—	—
52010	foundersignal-mcp Claim Ask Claude what SaaS ideas are worth building. Aggregates revenue data, growth …	—	○ ⏳	—	N/A	N/A	—	—	—
52011	pymol-cursor-mcp Claim Control PyMOL from Cursor via natural language. Enables describing molecular st…	—	○ ⏳	—	N/A	N/A	—	—	—
52012	OpenTimeStamps MCP Server Claim A Model Context Protocol (MCP) server that enables AI models to timestamp files…	—	○ ⏳	—	—	—	—	—	—
52013	Unity MCP Search Claim Enables AI assistants to search and analyze Unity project assets, including ref…	—	○ ⏳	—	N/A	N/A	—	—	—
52014	wago-plc-mcp-server Claim MCP server that connects WAGO PLCs to LLM agents via the WDx/WDA REST API, enab…	—	○ ⏳	—	—	—	—	—	—
52015	FastAPI Database MCP Server Claim Provides read-only SQL query access to Postgres and DuckDB databases via MCP to…	—	○ ⏳	—	N/A	N/A	—	—	—
52016	AI Sales Analytics MCP Server Claim Automates sales data analysis by cleaning CSV, generating AI insights, creating…	—	○ ⏳	—	N/A	N/A	—	—	—
52017	petal-components-mcp Claim MCP server that exposes petal_components schemas and usage examples to AI codin…	—	○ ⏳	—	—	—	—	—	—
52018	andon-sop-mcp Claim Connects to MES systems for SOP file upload and abnormal report querying via Wo…	—	○ ⏳	—	N/A	N/A	—	—	—
52019	MealPlanner MCP Multi-Agent Claim A multimodal meal planning agent that uses Gemini Vision to analyze fridge phot…	—	○ ⏳	—	N/A	N/A	—	—	—
52020	cubox Claim	—	○ ⏳	—	N/A	N/A	—	95	—
52021	WP Pinch Claim Enables AI assistants to manage and interact with WordPress sites through MCP, …	—	○ ⏳	—	—	—	—	—	—
52022	MCP Knowledge Base Server Claim A local knowledge base server that connects to AI assistants, turning markdown …	—	○ ⏳	—	N/A	N/A	—	—	—
52023	tsurugi-python-mcp-tools Claim Enables to interact with Tsurugi RDBMS by executing SQL (DDL, DML, SELECT) and …	—	○ ⏳	—	—	—	—	—	—
52024	agent-mesh-mcp Claim Enables inter-agent communication via RabbitMQ, allowing agents to ask and answ…	—	○ ⏳	—	—	—	—	—	—
52025	Backlink SEO Claim Classic SEO suites charge heavily for link indexes. This MCP gives individuals …	—	○ ⏳	—	—	—	—	—	—
52026	idotmatrix-mcp Claim An MCP server that lets AI assistants draw pixel art on iDotMatrix LED displays…	—	○ ⏳	—	N/A	N/A	—	—	—
52027	AutoFuse Claim Mount, heal, wake and run commands on remote Windows/Linux machines over SSHFS …	—	○ ⏳	—	N/A	N/A	—	—	—
52028	Career Intelligence MCP Claim An AI-powered career intelligence platform for job seekers that parses resumes,…	—	○ ⏳	—	—	—	—	—	—
52029	Overseer MCP Server Claim Provides structured project management through phase-based workflows, enabling …	—	○ ⏳	—	—	—	—	81	—
52030	mcp-odoo-fintech Claim Connects Claude Desktop to Odoo ERP via JSON-2 API for searching invoices, crea…	—	○ ⏳	—	N/A	N/A	—	—	—
52031	TopicLake Insights FedPolicy Claim Federal Agency Rules and Executive Actions	—	○ ⏳	—	—	—	—	81	—
52032	CC Trading Terminal Claim An MCP server that lets Claude Code (and other MCP clients) trade crypto, read …	—	○ ⏳	—	N/A	N/A	—	—	—
52033	Egnyte Large File Manager Claim Enables downloading real binary files from Egnyte and uploading large files wit…	—	○ ⏳	—	N/A	N/A	—	—	—
52034	reactome-mcp Claim Enables coding agents to interact with the Reactome pathway database, including…	—	○ ⏳	—	—	—	—	—	—
52035	ai-care-agent-mcp Claim MCP server for headless care coordination, providing tools for case-aware provi…	—	○ ⏳	—	—	—	—	—	—
52036	mcpauth Claim Drop-in OAuth 2.1 + Dynamic Client Registration for MCP servers, providing auth…	—	○ ⏳	—	—	—	—	—	—
52037	mcp-master-omni-grid Claim	—	○ ⏳	—	N/A	N/A	—	95	—
52038	Jira MCP Server Claim Provides AI assistants with tools to query, filter, and analyze JIRA issues sto…	—	○ ⏳	—	—	—	—	81	—
52039	mcp-ulid Claim Enables generation and parsing of time-sortable unique IDs (ULIDs) without keys…	—	○ ⏳	—	—	—	—	—	—
52040	google-research-mcp Claim Implements Anthropic's multi-agent research architecture with subagent spawning…	—	○ ⏳	—	—	—	—	—	—
52041	namegen-mcp Claim Generates fantasy names for characters, towns, regions, and more, backed by the…	—	○ ⏳	—	N/A	N/A	—	—	—
52042	appdesigns App Store screenshots Claim App Store and Google Play screenshots MCP: your agent captures the app, you edi…	—	○ ⏳	—	—	—	—	—	—
52043	Clear Thought MCP Server Claim Provides mental models, design patterns, debugging approaches, and structured t…	—	○ ⏳	—	—	—	—	—	—
52044	mcp_query_table Claim A MCP server that queries financial website tables using Playwright, enabling a…	—	○ ⏳	—	N/A	N/A	—	—	—
52045	engineering-standards Claim Enforces team engineering standards across Git, code review, Rails, frontend, d…	—	○ ⏳	—	N/A	N/A	—	—	—
52046	B2B Buyer-Signal MCP Claim Interprets B2B buyer signals (hiring, funding, tech changes) into structured ou…	—	○ ⏳	—	—	—	—	—	—
52047	swamymcpfirst Claim	—	○ ⏳	—	N/A	N/A	—	95	—
52048	@meshbrow/mcp-server Claim 1 MCP server for Meshbrow that gives AI agents full browser automation capabiliti…	—	○ ⏳	—	N/A	N/A	—	95	—
52049	google-mcp-suite-network Claim A tiny TypeScript wrapper that exposes five stdio MCP servers (Gmail, Calendar,…	—	○ ⏳	—	—	—	—	—	—
52050	MCP Server with Docker, Redis, and Time… Claim A FastAPI-based MCP server orchestrated with Docker Compose, integrating Redis …	—	○ ⏳	—	—	—	—	—	—

Showing 52001–52050 of 69182 servers

« Prev 1 … 1039 1040 1041 1042 1043 … 1384 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops