MCP Scoreboard

69052

Discovered

→

33772

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 7 hours, 33 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
62801	mcp-data-lens Claim Enables users to ask questions about their spreadsheets in plain English and re…	—	○ ⏳	—	N/A	N/A	—	95	—
62802	pg-mnemosyne-mcp Claim A PostgreSQL Model Context Protocol (MCP) server acting as a robust persistent …	—	○ ⏳	—	N/A	N/A	—	—	—
62803	Prompt Go MCP Claim Smart AI workflow for Cursor teams with intelligent prompt routing, real-time c…	—	○ ⏳	—	N/A	N/A	—	—	—
62804	Video Tools MCP Claim An MCP server enabling video processing via natural language: transcription wit…	—	○ ⏳	—	N/A	N/A	—	—	—
62805	MCP Leave Management Claim Simulates a leave management workflow for employees and managers, including lea…	—	○ ⏳	—	N/A	N/A	—	—	—
62806	SMU Schedule MCP Server Claim Enables management and querying of Sangmyung University schedules, meal plans, …	—	○ ⏳	—	—	—	—	81	—
62807	reminders-mcp Claim An MCP server for managing Apple Reminders via remindctl on macOS, integrating …	—	○ ⏳	—	N/A	N/A	—	—	—
62808	w3-mcp-server-qdrant Claim Python MCP server for vector search using Qdrant vector database and Ollama emb…	—	○ ⏳	—	—	—	—	—	—
62809	PRDforge Claim Enables Claude to read and write product requirement documents section by secti…	—	○ ⏳	—	—	—	—	—	—
62810	code-vector-sync Claim Enables semantic code search over a local codebase using Qdrant vector embeddin…	—	○ ⏳	—	N/A	N/A	—	—	—
62811	Fitatu Nutrition MCP Server Claim Syncs and retrieves daily nutrition data (meals and macros) from Fitatu via MCP…	—	○ ⏳	—	—	—	—	—	—
62812	Recruitee MCP Server Claim Enables extraction and analysis of candidate profiles from Recruitee recruitmen…	—	○ ⏳	—	—	—	—	—	—
62813	simple-storybook-preview-mcp Claim Enables live preview of Storybook components inside the IDE as the AI edits the…	—	○ ⏳	—	N/A	N/A	—	—	—
62814	Rootstock Blockchain Interaction Server Claim Enable seamless interaction with the Rootstock blockchain through a standardize…	—	○ ⏳	—	N/A	N/A	—	95	—
62815	autoMate Claim A personal AI assistant server that provides MCP tools for notes, files, remind…	—	○ ⏳	—	—	—	—	—	—
62816	mcp-airflow Claim Manage Apache Airflow through its REST API — list DAGs, inspect DAG runs and ta…	—	○ ⏳	—	N/A	N/A	—	—	—
62817	nexus-mcp Claim A local MCP server for Nexus Mods mod discovery and research, backed by the v2 …	—	○ ⏳	—	—	—	—	—	—
62818	dgmo-mcp Claim Render 32 diagram and chart types to SVG/PNG with browser preview and HTML repo…	—	○ ⏳	—	N/A	N/A	—	95	—
62819	mcp-graphify-autotrigger Claim Provides efficient knowledge-graph queries and unrestricted shell delegation fo…	—	○ ⏳	—	N/A	N/A	—	—	—
62820	ObsidianMCP Claim Enables Claude to interact with an Obsidian vault via the Local REST API plugin…	—	○ ⏳	—	N/A	N/A	—	—	—
62821	Modular RAG MCP Server Claim A pluggable, observable modular RAG framework exposing tools via MCP protocol f…	—	○ ⏳	—	—	—	—	—	—
62822	Switchboard Claim A dashboard and MCP server for managing local development servers, enabling Cla…	—	○ ⏳	—	N/A	N/A	—	—	—
62823	mcp-game-helper Claim An MCP server for AI-powered game development tools, including combat balancing…	—	○ ⏳	—	—	—	—	—	—
62824	mcp-micro-tools Claim Provides a set of micro-tools (time calculation, regex, encoding, JSON diff, et…	—	○ ⏳	—	—	—	—	—	—
62825	raycast Claim	—	○ ⏳	—	N/A	N/A	—	95	—
62826	Kortx MCP Server Claim A lightweight MCP server that provides coding copilots with access to GPT-5, Pe…	—	○ ⏳	—	—	—	—	—	—
62827	MLB Stats MCP Server Claim A Cloudflare Worker that provides access to MLB Statistics API data through the…	—	○ ⏳	—	—	—	—	81	—
62828	mcp-everything-search Claim Integrates Everything file search with Claude Desktop, enabling instant Windows…	—	○ ⏳	—	N/A	N/A	—	—	—
62829	tarot-mcp-server Claim Provides tarot card meanings, spreads (three-card, yes/no), and random draws fo…	—	○ ⏳	—	N/A	N/A	—	—	—
62830	ActivityWatch MCP Server Claim A Model Context Protocol (MCP) server that connects to ActivityWatch, allowing …	—	○ ⏳	—	N/A	N/A	—	—	—
62831	Rohlik MCP Proxy Claim Enables interaction with the Rohlik grocery delivery service through MCP by pro…	—	○ ⏳	—	N/A	N/A	—	—	—
62832	mcp-data-wa Claim Enables querying and exploring Washington State open data via the Socrata SoQL …	—	○ ⏳	—	—	—	—	—	—
62833	context Claim Provides up-to-date documentation for AI agents by locally querying a community…	—	○ ⏳	—	—	—	—	—	—
62834	S2T Accelerators Claim Enterprise-grade MCP tools for AWS infrastructure, security compliance, AI work…	—	○ ⏳	—	N/A	N/A	—	95	—
62835	electron-mcp Claim MCP server for interacting with and debugging Electron apps, providing tools fo…	—	○ ⏳	—	N/A	N/A	—	—	—
62836	wealify-kpi-mcp Claim Read-only MCP server for Wealify KPI dashboard that allows AI agents to query K…	—	○ ⏳	—	—	—	—	—	—
62837	After Effects MCP Server Claim Enables AI agents to control Adobe After Effects for project inspection, compos…	—	○ ⏳	—	N/A	N/A	—	—	—
62838	APK Security Guard MCP Suite Claim Integrates multiple Android APK security analysis tools into MCP standard APIs …	—	○ ⏳	—	N/A	N/A	—	—	—
62839	sylgeo-mcp Claim Enables AI assistants to scan brand visibility across ChatGPT, Claude, Gemini &…	—	○ ⏳	—	—	—	—	—	—
62840	Azure OpenAI GPT-Image-1 MCP Server Claim Enables AI assistants to generate and edit images using Azure OpenAI's gpt-imag…	—	○ ⏳	—	—	—	—	81	—
62841	grype-mcp Claim	—	○ ⏳	—	N/A	N/A	—	95	—
62842	zeek-mcp Claim An MCP server for Zeek and Suricata, providing intelligent log parsing, queryin…	—	○ ⏳	—	N/A	N/A	—	—	—
62843	MCP4Acumatica Claim Enables Claude to interact with Acumatica ERP through a remote MCP server with …	—	○ ⏳	—	—	—	—	—	—
62844	twiceshy Claim Experience memory for coding agents: validated traps, fixes and dead-ends at de…	—	○ ⏳	—	—	—	—	—	—
62845	mcp-server-qdrant Claim An MCP server for storing and retrieving memories using Qdrant vector search, a…	—	○ ⏳	—	—	—	—	—	—
62846	Excel MCP Cleyrop Claim Generates formatted Excel (.xlsx) files from user requests and deposits them in…	—	○ ⏳	—	—	—	—	—	—
62847	@neurynae/toolcairn-mcp Claim MCP tool discovery for AI agents — find, compare, verify tools across 35+ regis…	—	○ ⏳	—	N/A	N/A	—	—	—
62848	lcm2m-caddis-mcp Claim Enables read-only access to LCM2M Caddis VM2M API for equipment, runs, telemetr…	—	○ ⏳	—	N/A	N/A	—	—	—
62849	mcp-ad4m Claim Enables Claude Code with persistent semantic memory, cross-session context, and…	—	○ ⏳	—	N/A	N/A	—	—	—
62850	MCP Multi-Agent Server Claim A multi-domain multi-agent system served over MCP (Model Context Protocol) with…	—	○ ⏳	—	—	—	—	—	—

Showing 62801–62850 of 69052 servers

« Prev 1 … 1255 1256 1257 1258 1259 … 1382 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops