MCP Scoreboard

45235

Discovered

→

29507

Scored

→

2112

Verified

→

16952

Complete

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

Last updated 28 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
43951	mcp-server Claim Generate tailored resumes via AI agents using KlevrCV. Returns a signed PDF dow…	—	○ ⏳	—	N/A	N/A	—	83	—
43952	EXIF MCP Server Claim Inspect and remove EXIF metadata locally through MCP tools. Supports reading EX…	—	○ ⏳	—	—	—	—	—	—
43953	ahmad Claim	—	○ ⏳	—	N/A	N/A	—	95	—
43954	BotSpot — AI Trading Bots & Backtesting Claim Full-lifecycle algorithmic trading from inside any AI assistant. Describe a str…	—	○ ⏳	—	N/A	N/A	—	95	—
43955	golemio-mcp Claim Enables AI assistants to query Prague's public transit departures, air quality,…	—	○ ⏳	—	—	—	—	—	—
43956	ai-gateway-mcp Claim ai-gateway-mcp MCP server by MEOK AI Labs	—	○ ⏳	—	N/A	N/A	—	—	—
43957	hebbian-vault ⚡ Claim Usage-adaptive Obsidian vault search: Hebbian + PageRank + BM25 hybrid ranking.	—	○ ⏳	—	N/A	N/A	—	95	—
43958	Amazon Selling Partner API Integration … Claim Manage your Amazon seller account effortlessly. Create reports, update prices, …	—	○ ⏳	—	N/A	N/A	—	95	—
43959	PaladinFi Swap Claim PaladinFi Swap is a competitive multi-aggregator swap router for AI agents …	—	○ ⏳	—	—	—	—	81	—
43960	MalwareAnalyzerMCP Claim Enables malware analysis through terminal command execution with specialized to…	—	○ ⏳	—	N/A	N/A	—	95	—
43961	superego-mcp Claim Superego MCP is an intelligent tool-call review system for AI agents that provi…	—	○ ⏳	—	—	—	—	—	—
43962	Sahibinden Emlak MCP Claim Canlı sahibinden.com emlak arama, detay çekimi, akıllı filtreleme (bina yaşı, k…	—	○ ⏳	—	—	—	—	81	—
43963	twitterapi-docs-mcp Claim Offline access to TwitterAPI.io docs for AI assistants. 52 endpoints, guides, p…	—	○ ⏳	—	N/A	N/A	—	95	—
43964	@git-fabric/chat Claim An AI conversation management layer that enables creating chat sessions, persis…	—	○ ⏳	—	—	—	—	81	—
43965	Brand Me Please Claim Create on-brand content with end-to-end analysis, clear scoring, and actionable…	—	○ ⏳	—	—	—	—	81	—
43966	PortMaster MCP Claim Enables comprehensive Windows process and service management with secure UAC el…	—	○ ⏳	—	N/A	N/A	—	95	—
43967	jira-mcp-server Claim	—	○ ⏳	—	N/A	N/A	—	95	—
43968	calc Claim	—	○ ⏳	—	N/A	N/A	—	95	—
43969	Telegram Channel MCP Server Claim Enables sending messages to Telegram channels via MCP protocol, integrating wit…	—	○ ⏳	—	—	—	—	—	—
43970	Alan McIntyre Claim Query Alan McIntyre's consulting profile — skills, project history, availabilit…	—	○ ⏳	—	—	—	—	81	—
43971	dltik-mcp-server Claim Anonymous TikTok & Douyin downloader — metadata, download, and batch via dltik.…	—	○ ⏳	—	N/A	N/A	—	83	—
43972	BudgetFitter Claim BudgetFitter is a free UK deal discovery platform with a public MCP server. Sea…	—	○ ⏳	—	—	—	—	81	—
43973	jupyter-kernel-mcp Claim Enables AI agents to execute Python, TypeScript, and JavaScript code in persist…	—	○ ⏳	—	N/A	N/A	—	—	—
43974	Context Injection MCP Server Claim Automatically injects development framework context and workflows into Claude c…	—	○ ⏳	—	N/A	N/A	—	95	—
43975	pet-care-ai-mcp Claim pet-care-ai-mcp MCP server by MEOK AI Labs	—	○ ⏳	—	N/A	N/A	—	—	—
43976	TaskFlow MCP Claim A task management Model Context Protocol server that helps break down user requ…	—	○ ⏳	—	N/A	N/A	—	95	—
43977	bible-mcp Claim Enables AI assistants to look up Bible verses, search across translations, and …	—	○ ⏳	—	N/A	N/A	—	—	—
43978	Kalshi Prediction Markets Claim MCP server for Kalshi prediction markets: native RSA-PSS auth, rate limiting, d…	—	○ ⏳	—	N/A	N/A	—	—	—
43979	TMDB MCP Server Claim Provides access to The Movie Database (TMDB) API for searching movies, retrievi…	—	○ ⏳	—	—	—	—	81	—
43980	ha-mcp Claim	—	○ ⏳	—	N/A	N/A	—	95	—
43981	Docker Compose Audit Claim Security audit for docker-compose.yml — 25 checks: secrets, privileges, network…	—	○ ⏳	—	—	—	—	—	—
43982	Pronunciation & Voice Coach Claim Local MCP voice coach with English pronunciation, grammar, and fluency feedback.	—	○ ⏳	—	N/A	N/A	—	—	—
43983	Nim Language Server Claim MCP server providing symbol navigation, diagnostics, and type resolution for Ni…	—	○ ⏳	—	N/A	N/A	—	—	—
43984	mermaid-mcp-server Claim	—	○ ⏳	—	N/A	N/A	—	95	—
43985	DigitalOcean MCP Server Claim Provides comprehensive access to 471+ DigitalOcean API endpoints, enabling AI a…	—	○ ⏳	—	—	—	—	81	—
43986	JigsawStack AI Web Search Claim Effortlessly search the Web and get access to high-quality results powered with…	—	○ ⏳	—	N/A	N/A	—	95	—
43987	Brighty MCP Server Claim Banking infrastructure for AI agents: open accounts, issue cards, send SEPA/SWI…	—	○ ⏳	—	N/A	N/A	—	—	—
43988	Reka Vision MCP Server Claim Enables AI agents to upload, index, search, and analyze videos through the Reka…	—	○ ⏳	—	—	—	—	—	—
43989	srv-d5200rd6ubrc7390v04g12 Claim	—	○ ⏳	—	N/A	N/A	—	95	—
43990	MCP Toolkit Server Claim A Model Context Protocol server providing tools for DB queries, API calls, file…	—	○ ⏳	—	N/A	N/A	—	—	—
43991	JIRA MCP Claim A Model Context Protocol server for integrating JIRA with Claude, enabling AI a…	—	○ ⏳	—	—	—	—	—	—
43992	Geobed Claim Browse all registered domains and retrieve details for any domain by name. Spee…	—	○ ⏳	—	N/A	N/A	—	95	—
43993	test-mcp Claim Greet anyone instantly by name. Discover the origin of 'Hello, World' via a han…	—	○ ⏳	—	—	—	—	81	—
43994	Gibs Claim Regulatory compliance API for AI agents. Classify AI systems by risk level and …	—	○ ⏳	—	N/A	N/A	—	95	—
43995	Codinfy MCP Claim MCP server that connects AI agents to Codinfy platform APIs for validating lice…	—	○ ⏳	—	—	—	—	—	—
43996	Palo Alto Networks MCP Server Claim Enables MCP clients to interact with Palo Alto Networks firewalls and Panorama,…	—	○ ⏳	—	—	—	—	—	—
43997	Colour Memory Claim Cultural color intelligence. Every colour anchored to a person, a year, and a c…	—	○ ⏳	—	—	—	—	—	—
43998	pm4py-mcp Claim An MCP server that wraps PM4Py to bring research-grade process mining (event lo…	—	○ ⏳	—	N/A	N/A	—	—	—
43999	Git-Fabric CVE Claim Provides tools for autonomous CVE detection, enrichment, and remediation across…	—	○ ⏳	—	—	—	—	81	—
44000	ai-pdf-assistant Claim	—	○ ⏳	—	N/A	N/A	—	95	—

Showing 43951–44000 of 45235 servers

« Prev 1 … 878 879 880 881 882 … 905 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops