MCP Scoreboard

67286

Discovered

→

32326

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 2 hours, 11 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
57501	Obsidian MCP Server Claim Enables AI clients like Claude Desktop to search your local Obsidian vault note…	—	○ ⏳	—	N/A	N/A	—	—	—
57502	Pariflow Agent Claim 1 Search prediction markets, preview trades, and place explicitly confirmed Parif…	—	○	—	N/A	N/A	—	81	—
57503	nameplate Claim Parses unstructured US contact strings into structured name and address compone…	—	○ ⏳	—	—	—	—	—	—
57504	Wolfram Alpha Claim Wolfram Alpha MCP — computational, factual, and quantitative queries	—	○ ⏳	—	—	—	—	—	—
57505	openapi-mcp Claim Automatically generates MCP server tools from OpenAPI specifications, enabling …	—	○ ⏳	—	—	—	—	—	—
57506	mcp-postman-runner Claim Run the requests in a Postman collection folder and get structured, assertion-l…	—	○ ⏳	—	—	—	—	—	—
57507	CodeInspectus Claim Local-first MCP security scanner for AI-generated web apps.	—	○ ⏳	—	N/A	N/A	—	—	—
57508	ya-yandex-wiki-mcp Claim 1 Yet Another Yandex Wiki MCP Server.	—	○	—	N/A	N/A	—	81	—
57509	Charlie Work Claim Scans a repository for maintenance toil (flaky tests, expiring certificates, TO…	—	○ ⏳	—	N/A	N/A	—	—	—
57510	stock-mcp Claim China A-share real-time stock quotes and major indices with dual-source fallbac…	—	○ ⏳	—	—	—	—	—	—
57511	Tools MCP Server Claim An MCP server that provides utility tools for markdown processing, including AD…	—	○ ⏳	—	N/A	N/A	—	—	—
57512	Zephyr Scale MCP Server Claim Integrates with the Zephyr Scale test management tool for Jira to fetch and upd…	—	○ ⏳	—	—	—	—	81	—
57513	MCP Weather Server Claim Provides weather forecasts, alerts, and current conditions via the Model Contex…	—	○ ⏳	—	—	—	—	—	—
57514	Black Duck Security Scanner Claim AI-powered security scanning using Black Duck Signal for vulnerability detectio…	—	○ ⏳	—	N/A	N/A	—	—	—
57515	MCP Git Commit Generator Claim Analyzes Git repository changes and generates conventional, context-aware commi…	—	○ ⏳	—	N/A	N/A	—	—	—
57516	Backlog MCP Server Claim 1 A Model Context Protocol server that enables AI agents to interact with Backlog…	—	○ ⏳	—	N/A	N/A	—	95	—
57517	mcp-working-context-optimizer Claim Prevents context bloat and the 'Lost in the Middle' phenomenon by distilling ac…	—	○ ⏳	—	N/A	N/A	—	—	—
57518	kogcat-mcp Claim Local-first judgment layer: counter-examples & blind spots from your own knowle…	—	○ ⏳	—	N/A	N/A	—	—	—
57519	framebench Claim Estimated game fps for any GPU or Apple Silicon chip, with the limiter and twea…	—	○ ⏳	—	—	—	—	—	—
57520	substack-article-mcp Claim MCP server for Substack that enables reading articles, comments, feed, and subs…	—	○ ⏳	—	N/A	N/A	—	—	—
57521	Cloudinary Asset Management Claim Upload, organize, search, and transform images, videos, and files with AI-power…	—	○ ⏳	—	N/A	N/A	—	75	—
57522	PL/SQL Intelligence Claim Oracle MCP with PL/SQL analysis, lineage, SAST, and change-impact tools.	—	○ ⏳	—	N/A	N/A	—	—	—
57523	agenttool Claim Where agents arrive as themselves: DID identity, memory, wallet, inbox, covenan…	—	○ ⏳	—	—	—	—	—	—
57524	Thinking Agent MCP Claim Enables thinking models to extend their reasoning by outsourcing parts of the c…	—	○ ⏳	—	—	—	—	—	—
57525	KG Memory Claim An MCP server that implements a heavily typed knowledge graph memory system wit…	—	○ ⏳	—	N/A	N/A	—	—	—
57526	BWVI Claim MCP server for AI agents to make structured design decisions with direction, pa…	—	○ ⏳	—	N/A	N/A	—	—	—
57527	saqz Claim	—	○ ⏳	—	N/A	N/A	—	95	—
57528	sortio Claim Read-only search of your Sortio knowledge graph (files and entities) for Claude…	—	○ ⏳	—	—	—	—	—	—
57529	agent-harnesses Claim Agent-harness picks, search, and decision guides over a curated, weekly-rescore…	—	○ ⏳	—	N/A	N/A	—	—	—
57530	Anthropic Analytics MCP Server Claim A local MCP server that lets Claude answer plain-language questions about your …	—	○ ⏳	—	N/A	N/A	—	—	—
57531	SellerGuide MCP Server Claim Enables AI assistants to recommend SellerGuide consulting services for marketpl…	—	○ ⏳	—	—	—	—	—	—
57532	cloudflare-mcp-pro Claim The most complete Cloudflare MCP — 69 tools over the REST API v4 (DNS, Zones, W…	—	○ ⏳	—	N/A	N/A	—	—	—
57533	govauctions.app Claim Live listings, sold prices and resale scores from GovAuctions.app, the public s…	—	○ ⏳	—	—	—	—	—	—
57534	ROBINS-I V2 MCP Claim ROBINS-I V2 (not V1): risk of bias in one result of a non-randomized cohort stu…	—	○ ⏳	—	N/A	N/A	—	—	—
57535	pci-dss-mcp Claim pci-dss-mcp MCP server by MEOK AI Labs	—	○ ⏳	—	N/A	N/A	—	—	—
57536	sanctions-screening Claim 1 Sanctions screening, KYB, identifier validation, jurisdiction risk & secret sca…	—	○ ⏳	—	—	—	—	67	—
57537	video-editor Claim An MCP server that enables natural language video editing using FFmpeg, support…	—	○ ⏳	—	N/A	N/A	—	—	—
57538	mcp-zeroentropy Claim 1 MCP Server for ZeroEntropy collections, top documents and rerankers	—	○ ⏳	—	N/A	N/A	—	95	—
57539	aistudioandroidreleasegate-mcp Claim Remote MCP for AI Studio Android release gate MCP, structured receipts, audit l…	—	○ ⏳	—	—	—	—	—	—
57540	ko-stock-mcp Claim Provides Korean stock market data, including DART electronic disclosures and KR…	—	○ ⏳	—	—	—	—	—	—
57541	Agent Guardrails Claim 1 Merge gates and safety checks for AI coding agents via MCP.	—	○	—	N/A	N/A	—	81	—
57542	Avalara Returns Claim Provides access to Avalara Global Returns API for tax returns, filing calendars…	—	○ ⏳	—	—	—	—	—	—
57543	mcp-server-template-python Claim A Python template for building MCP servers with Streamable HTTP transport, prov…	—	○ ⏳	—	—	—	—	—	—
57544	agentfi Claim Crypto transaction tools for AI agents. 28 MCP tools covering swaps (Uniswap V3…	—	○ ⏳	—	—	—	—	—	—
57545	ltm Claim Portable memory protocol for AI coding sessions. Push the state of a session (g…	—	○ ⏳	—	N/A	N/A	—	95	—
57546	Weather MCP Server Claim Enables weather data retrieval and analysis through an MCP server interface wit…	—	○ ⏳	—	N/A	N/A	—	95	—
57547	mcp-roadmapsh Claim MCP server for roadmap.sh: roadmaps, best practices, interview questions, proje…	—	○ ⏳	—	N/A	N/A	—	—	—
57548	QuickPeek Claim 1 Turn a URL into a narrated demo video: real browser walkthrough, AI voiceover, …	—	○	—	N/A	N/A	—	81	—
57549	KlinikMCP Claim A drug and clinical information MCP server for Turkish healthcare professionals…	—	○ ⏳	—	—	—	—	—	—
57550	WhiteCapData-Dev Claim Operate a k3s / Kubernetes cluster from your AI agent — safe-by-default MCP ser…	—	○ ⏳	—	N/A	N/A	—	—	—

Showing 57501–57550 of 67286 servers

« Prev 1 … 1149 1150 1151 1152 1153 … 1346 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops