MCP Scoreboard

67226

Discovered

→

32320

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 3 hours, 38 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
52701	mcp-odoo Claim Enables interaction with Odoo ERP from any MCP-compatible IDE, allowing task ma…	—	○ ⏳	—	N/A	N/A	—	—	—
52702	Memory MCP Claim Persistent project memory for AI models and coding agents. Memory MCP stores ar…	—	○ ⏳	—	—	—	—	—	—
52703	job104-mcp Claim Searches 104 job listings with natural-language filters and retrieves full post…	—	○ ⏳	—	—	—	—	—	—
52704	Sociality MCP Claim Social media analytics, post insights, and competitor benchmarking for AI agent…	—	○ ⏳	—	—	—	—	—	—
52705	Kairogen MCP Claim MCP server for Kairogen that enables generating images and videos with various …	—	○ ⏳	—	—	—	—	—	—
52706	TubePilot Claim Enables AI assistants to fetch and analyze YouTube data, including video info, …	—	○ ⏳	—	—	—	—	—	—
52707	UniFi MCP Server Claim MCP server providing Claude Code with full UniFi network management capabilitie…	—	○ ⏳	—	—	—	—	—	—
52708	Systems Manager Claim Enables AI agents to manage system updates, application installations, and remo…	—	○ ⏳	—	—	—	—	—	—
52709	foxess-mcp-server Claim A powerful MCP server that enables AI assistants like Claude to access, analyze…	—	○ ⏳	—	—	—	—	—	—
52710	taskbounty-check Claim Local-only GitHub Actions and CI maintenance scanner for AI-built apps. Exposes…	—	○ ⏳	—	N/A	N/A	—	—	—
52711	outris-mcp Claim Enables querying any API with natural language via Claude Desktop by connecting…	—	○ ⏳	—	—	—	—	—	—
52712	AgenTest Claim AI-driven mobile app testing via MCP, enabling AI coding agents to test Android…	—	○ ⏳	—	N/A	N/A	—	—	—
52713	browser-connect-mcp Claim Enables AI assistants to connect to browser DevTools and backend debuggers for …	—	○ ⏳	—	N/A	N/A	—	—	—
52714	skypilot-mcp Claim MCP server for SkyPilot that lets LLMs manage cloud clusters, jobs, and storage…	—	○ ⏳	—	N/A	N/A	—	—	—
52715	edge-history-mcp Claim A Model Context Protocol server that exposes Microsoft Edge browsing history ac…	—	○ ⏳	—	N/A	N/A	—	—	—
52716	AutoSpectra MCP Server Claim All-in-one automation platform for AI agents, providing browser automation, API…	—	○ ⏳	—	—	—	—	—	—
52717	azdo-onprem-mcp Claim Minimal MCP server for self-hosted Azure DevOps Server (on-premises). Enables i…	—	○ ⏳	—	—	—	—	—	—
52718	MCP-Airflow-API Claim Enables natural language management of Apache Airflow workflows, including DAG …	—	○ ⏳	—	—	—	—	—	—
52719	LangSmith MCP Server Claim TypeScript MCP server that enables AI agents to manage LangSmith traces, prompt…	—	○ ⏳	—	—	—	—	—	—
52720	prompt-optimizer-2-0-0 Claim	—	○ ⏳	—	N/A	N/A	—	95	—
52721	SponsorFinder MCP Server Claim Checks whether a company holds a UK or Netherlands work-visa sponsorship licenc…	—	○ ⏳	—	—	—	—	—	—
52722	Zotero MCP Server Claim Gives Claude full read/write access to your Zotero reference library, enabling …	—	○ ⏳	—	—	—	—	—	—
52723	Seoul Mobility Advisor Claim Integrates real-time Seoul data (weather, air quality, traffic, bike-sharing) a…	—	○ ⏳	—	—	—	—	—	—
52724	Azure AI Search MCP Server Claim Enables AI assistants to manage Azure AI Search services, including indexes, do…	—	○ ⏳	—	N/A	N/A	—	—	—
52725	Navable MCP Claim Enables AI coding agents to perform real-browser accessibility scanning of loca…	—	○ ⏳	—	N/A	N/A	—	—	—
52726	mcp-mfapi-india Claim Enables querying Indian mutual fund NAV data through MFAPI.in, providing net as…	—	○ ⏳	—	—	—	—	—	—
52727	viam-community-mcp Claim An unofficial MCP server for inspecting and diagnosing Viam robotics fleets. It…	—	○ ⏳	—	N/A	N/A	—	—	—
52728	German Law MCP Server Claim Enables querying 6,870 German federal statutes, case law, and legislative prepa…	—	○ ⏳	—	—	—	—	—	—
52729	Tattoo Feed Claim An MCP server that lets an LLM client browse and curate posts from a hand-picke…	—	○ ⏳	—	N/A	N/A	—	—	—
52730	re-leak-scan Claim MCP server for detecting publisher telemetry pipeline leaks in binary artifacts…	—	○ ⏳	—	N/A	N/A	—	—	—
52731	IFC Bonsai MCP Claim An MCP server that connects AI language models with the Bonsai Blender add-on t…	—	○ ⏳	—	N/A	N/A	—	—	—
52732	coremodels-mcp-server Claim CoreModels MCP Server provides 16 tools for AI agents to manage graph-based dat…	—	○ ⏳	—	—	—	—	—	—
52733	UK Business Tools - Ledgerhall Claim Once connected, your AI agent can: Check any UK company — directors, sharehold…	—	○ ⏳	—	—	—	—	—	—
52734	Perplexity Universal MCP Server Claim Provides a standardized interface for interacting with Perplexity's tools and s…	—	○ ⏳	—	—	—	—	—	—
52735	Thread Analyzer MCP Server Claim Scrape and analyze replies from any public Threads post right from your AI codi…	—	○ ⏳	—	N/A	N/A	—	—	—
52736	Assembly MCP Claim Converts PDF to Markdown and Markdown to PDF using PyMuPDF and WeasyPrint engin…	—	○ ⏳	—	N/A	N/A	—	—	—
52737	zai Claim	—	○ ⏳	—	N/A	N/A	—	95	—
52738	Via Claim Enables routing context and execution across AI tools like Claude, Cursor, Wind…	—	○ ⏳	—	N/A	N/A	—	—	—
52739	Grounded Code MCP Claim A local MCP server that gives AI coding assistants retrieval access to your per…	—	○ ⏳	—	N/A	N/A	—	—	—
52740	Simple Ntfy MCP Server Claim A lightweight MCP server for sending push notifications via ntfy.sh, supporting…	—	○ ⏳	—	—	—	—	—	—
52741	cic-mcp-gateway Claim Compiles and routes context from trust-domain sources (session, workdir, knowle…	—	○ ⏳	—	—	—	—	—	—
52742	Vivado MCP Server Claim A Model Context Protocol (MCP) server that enables AI assistants like Claude to…	—	○ ⏳	—	N/A	N/A	—	—	—
52743	Destiny Codex Claim MCP server for querying Destiny 2 game data from Bungie's manifest. Provides to…	—	○ ⏳	—	N/A	N/A	—	—	—
52744	Trellis MCP Server Claim Enables AI assistants to generate 3D assets from text descriptions using Trelli…	—	○ ⏳	—	N/A	N/A	—	—	—
52745	Infura MCP Server Claim Enables AI assistants to query blockchain data across 30+ networks via Infura, …	—	○ ⏳	—	—	—	—	—	—
52746	Metis Public Health Claim Metis — an open-source (AGPL-3.0), local-first MCP server / research companion…	—	○ ⏳	—	N/A	N/A	—	—	—
52747	federal-spend-ai Claim MCP server for analyzing Canadian federal spending data, offering tools for con…	—	○ ⏳	—	—	—	—	—	—
52748	veda-mcp-app Claim MCP server for a VEDA STAC catalog, providing a tool to call and interactive Re…	—	○ ⏳	—	N/A	N/A	—	—	—
52749	metadome-link Claim Enables querying of per-residue missense tolerance, Pfam domain annotations, an…	—	○ ⏳	—	—	—	—	—	—
52750	NANO MCP Server Claim MCP server for NANO cryptocurrency operations, enabling AI agents to generate w…	—	○ ⏳	—	—	—	—	—	—

Showing 52701–52750 of 67226 servers

« Prev 1 … 1053 1054 1055 1056 1057 … 1345 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops