MCP Scoreboard

64766

Discovered

→

30712

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 3 hours, 18 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
32351	Gemini Code Review MCP Claim AI-powered code review server that analyzes git diffs and PRs with context from…	—	○ ⏳	—	N/A	N/A	—	95	—
32352	io.github.raheb77/saudi-open-data-mcp Claim A governed MCP server for Saudi open data sources (SAMA, stats.gov.sa, Ministry…	—	○ ⏳	—	—	—	—	—	—
32353	etix-mcp Claim Etix event discovery for Claude — search events, venues & performers and fetch …	—	○ ⏳	—	N/A	N/A	—	—	—
32354	agentfi Claim Crypto transaction tools for AI agents. 28 MCP tools covering swaps (Uniswap V3…	—	○ ⏳	—	—	—	—	—	—
32355	Context Engineering MCP Platform Claim A platform that transforms AI development with intelligent context management, …	—	○ ⏳	—	N/A	N/A	—	95	—
32356	Primo MCP Server Claim MCP server for searching Ex Libris Primo library catalogues and subscribed data…	—	○ ⏳	—	—	—	—	—	—
32357	B2B Buyer-Signal MCP Claim Interprets B2B buyer signals (hiring, funding, tech changes) into structured ou…	—	○ ⏳	—	—	—	—	—	—
32358	n8n Manager MCP Claim 1 MCP server for n8n workflow management -- view, create, sync and manage workflo…	—	○ ⏳	—	N/A	N/A	—	95	—
32359	screenshot-mcp-server Claim A reliable MCP server for taking screenshots with customizable timestamp overla…	—	○ ⏳	—	N/A	N/A	—	—	—
32360	Perplexity API MCP Server Claim Official MCP server for the Perplexity API Platform, enabling AI assistants to …	—	○ ⏳	—	—	—	—	—	—
32361	trae123 Claim	—	○ ⏳	—	N/A	N/A	—	95	—
32362	mac-audio-router-mcp Claim Enables AI agents to manage macOS audio routing, device switching, volume contr…	—	○ ⏳	—	N/A	N/A	—	—	—
32363	AI HueBot Claim Enables users to control Philips Hue lights through natural language, set moods…	—	○ ⏳	—	N/A	N/A	—	—	—
32364	tolgee-mcp Claim An MCP server that wraps the Tolgee localization platform API, enabling LLMs to…	—	○ ⏳	—	—	—	—	—	—
32365	claude-tools-mcp Claim An MCP-version of Claude Code's tools	—	○ ⏳	—	N/A	N/A	—	95	—
32366	db-conn-mcp Claim A dead-simple, self-hosted MCP server for securely querying databases via AI ag…	—	○ ⏳	—	N/A	N/A	—	—	—
32367	langfuse-mcp-python Claim A Model Context Protocol (MCP) server for comprehensive monitoring and observab…	—	○ ⏳	—	—	—	—	—	—
32368	Investment Memorandum Processor MCP Ser… Claim 1 An MCP server that automates extraction of structured financial data from inves…	—	○ ⏳	—	N/A	N/A	—	95	—
32369	twelvelabs-indexing Claim Enables video indexing with TwelveLabs by uploading local video files and track…	—	○ ⏳	—	N/A	N/A	—	—	—
32370	Vercel MCP Server Claim Enables interaction with Vercel's REST API through natural language. Facilitate…	—	○ ⏳	—	—	—	—	—	—
32371	dssat-mcp Claim Enables natural language interaction with the DSSAT crop model for simulation, …	—	○ ⏳	—	N/A	N/A	—	—	—
32372	gallica-mcp Claim Enables searching and accessing OCR text from millions of digitized documents i…	—	○ ⏳	—	—	—	—	—	—
32373	Cloudflare Browser Rendering ✓ Claim Browser rendering service. Fetch web pages, convert to markdown, and capture sc…	—	○ ⏳	—	—	—	—	81	—
32374	cesm-runner-mcp Claim MCP server for driving CESM case lifecycle: setup, build, submit, and monitor. …	—	○ ⏳	—	N/A	N/A	—	—	—
32375	logic-mcp Claim Executes advanced logic primitives and cognitive operations via MCP tools, with…	—	○ ⏳	—	—	—	—	—	—
32376	freight-pulse Claim Ocean & multimodal freight intelligence: rates, landed cost, transit, customs, …	—	○ ⏳	—	—	—	—	—	—
32377	MCP DuckDuckGo Claim Enables AI assistants to search the internet using DuckDuckGo and extract clean…	—	○ ⏳	—	N/A	N/A	—	—	—
32378	Loadingplay MCP Claim MCP server for Loadingplay that exposes its tools via Streamable HTTP, supporti…	—	○ ⏳	—	—	—	—	—	—
32379	loop-verify Claim An MCP server that performs independent verification of artifacts against crite…	—	○ ⏳	—	—	—	—	—	—
32380	claude-imagine Claim An MCP server that enables Claude Code to generate context-aware images using l…	—	○ ⏳	—	N/A	N/A	—	—	—
32381	heropen Claim A local memory server for AI agents that stores and retrieves information via M…	—	○ ⏳	—	N/A	N/A	—	—	—
32382	Finance MCP Server Claim Provides real-time financial data from Yahoo Finance, enabling stock price look…	—	○ ⏳	—	—	—	—	81	—
32383	ai-log-mcp-server Claim Enables querying and managing AI logs through tools like listing logs, retrievi…	—	○ ⏳	—	—	—	—	—	—
32384	exo Claim An MCP server that ingests various data sources and uses LLMs to compile them i…	—	○ ⏳	—	N/A	N/A	—	—	—
32385	wiswa-mcp Claim FastMCP server exposing Wiswa settings discovery to AI assistants such as Claud…	—	○ ⏳	—	N/A	N/A	—	—	—
32386	yahoo-mail-mcp Claim MCP server for cleaning up Yahoo Mail inbox, enabling email management (list, s…	—	○ ⏳	—	—	—	—	—	—
32387	mcp-spritesheet-forge Claim A hosted Model Context Protocol (MCP) server for game-dev spritesheet workflows…	—	○ ⏳	—	—	—	—	—	—
32388	soundgrep Claim Enables semantic search of local audio samples by describing sounds, MIDI gener…	—	○ ⏳	—	N/A	N/A	—	—	—
32389	cutgent Claim Enables Claude to control a full-stack video editor by issuing commands to add …	—	○ ⏳	—	N/A	N/A	—	—	—
32390	Serial MCP Server Claim Enables AI tools like Claude Code and Codex CLI to read and write serial port d…	—	○ ⏳	—	N/A	N/A	—	—	—
32391	remote-mcp Claim 一组面向coding agent的MCP服务器，用于在SSH主机和WSL发行版中运行命令、管理任务，并以适合模型使用的方式读写远程文件。	—	○ ⏳	—	N/A	N/A	—	—	—
32392	@memlane/mcp Claim Connects Memlane, your personal library of saved links and notes, to AI assista…	—	○ ⏳	—	—	—	—	—	—
32393	WordPress MCP Server Claim Enables AI assistants to interact with WordPress blog systems for automated con…	—	○ ⏳	—	—	—	—	—	—
32394	calibre-library-mcp Claim A local stdio MCP server that enables AI tools to search a self-hosted Calibre …	—	○ ⏳	—	N/A	N/A	—	—	—
32395	anypoint-connect Claim CLI + MCP toolkit for Anypoint Platform that enables deploying applications, ta…	—	○ ⏳	—	—	—	—	—	—
32396	@fliq/mcp Claim Lets AI agents schedule and manage HTTP jobs, cron schedules, rate-limited buff…	—	○ ⏳	—	—	—	—	—	—
32397	Tailnet MCP Server Claim Query devices, check connectivity, and get network status from your Tailscale t…	—	○ ⏳	—	N/A	N/A	—	—	—
32398	Deliberate Reasoning Engine Claim An MCP server that structures AI reasoning as directed acyclic graphs of semant…	—	○ ⏳	—	—	—	—	—	—
32399	clude-mcp Claim A self-hosted MCP server that gives AI agents persistent, searchable memory wit…	—	○ ⏳	—	N/A	N/A	—	—	—
32400	mcp-ssh-wrapper Claim A minimal MCP server that executes commands on remote hosts by delegating to th…	—	○ ⏳	—	N/A	N/A	—	—	—

Showing 32351–32400 of 64766 servers

« Prev 1 … 646 647 648 649 650 … 1296 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops