MCP Scoreboard

57357

Discovered

→

29814

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 51 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
55051	FofaMap Claim A MCP-enabled asset mapping and vulnerability scanning agent with AI self-refle…	—	○ ⏳	—	N/A	N/A	—	—	—
55052	Swarmtrade Claim a2a escrow and trading	—	○ ⏳	—	—	—	—	—	—
55053	google-tasks-mcp Claim Enables AI assistants to manage Google Tasks, including listing, creating, upda…	—	○ ⏳	—	N/A	N/A	—	—	—
55054	Study Prep MCP Server Claim Enables browsing and preparing study materials from local documents (PDF, Markd…	—	○ ⏳	—	N/A	N/A	—	—	—
55055	clawmem-mcp-server Claim An MCP server that leverages a GitHub-compatible API as a durable memory store …	—	○ ⏳	—	N/A	N/A	—	—	—
55056	scavio-mcp Claim Unified real-time search API for AI agents. Google, YouTube, Amazon, Walmart, R…	—	○ ⏳	—	—	—	—	—	—
55057	Sibyl Claim MCP server for Google's Gemini API, enabling text, image, video, speech, embedd…	—	○ ⏳	—	—	—	—	—	—
55058	Gasio MCP Server Claim 가시오 툴즈의 14종 이미지/미디어 처리 기능을 로컬 오프라인에서 AI 에이전트가 사용할 수 있게 해주는 MCP 서버입니다. 배경 제거, 화질…	—	○ ⏳	—	N/A	N/A	—	—	—
55059	js_smithery-mcp ⚡ Claim	—	○ ⏳	—	N/A	N/A	—	95	—
55060	notion Claim	—	○ ⏳	—	N/A	N/A	—	95	—
55061	divlens Claim Real-time system diagnostics for AI agents — CPU, RAM, disk, network, hardware …	—	○ ⏳	—	N/A	N/A	—	—	—
55062	notes-mcp-server Claim Provides MCP tools to create and retrieve notes stored in memory.	—	○ ⏳	—	—	—	—	—	—
55063	vtkapi-mcp Claim An MCP server that validates VTK Python code by checking class and method exist…	—	○ ⏳	—	N/A	N/A	—	—	—
55064	Canvas MCP Claim Enables interaction with Canvas LMS to access courses, modules, files, pages, a…	—	○ ⏳	—	—	—	—	—	—
55065	BeLikeNative Grammar Server Claim L1-aware grammar, style, translation & tone tools with 70 local rules. Zero API…	—	○ ⏳	—	N/A	N/A	—	—	—
55066	passoff Claim Enables handoff of context between AI coding agents like Claude Code, Cursor, C…	—	○ ⏳	—	N/A	N/A	—	—	—
55067	cyberdyne-mcp Claim Engagement marketplace for the Bankr agent economy: agents fund quests, humans …	—	○ ⏳	—	N/A	N/A	—	—	—
55068	Kawakami MCP Server Claim Exposes the catalog of Supermercados Kawakami (Paraguaçu Paulista/SP) as tools …	—	○ ⏳	—	—	—	—	—	—
55069	attiomcp Claim	—	○ ⏳	—	N/A	N/A	—	95	—
55070	Python Executor MCP Server Claim Executes Python code snippets safely without shell interpretation, supports par…	—	○ ⏳	—	N/A	N/A	—	—	—
55071	big-potential-330016 Claim	—	○ ⏳	—	N/A	N/A	—	95	—
55072	scopus-mcp Claim Enables AI agents to search and retrieve academic papers, author profiles, and …	—	○ ⏳	—	—	—	—	—	—
55073	company-reconcile Claim 模糊匹配两份表格中的公司名称和日期，输出已匹配、待复核和未匹配三种结果，便于数据对账。	—	○ ⏳	—	—	—	—	—	—
55074	vending-machine-mcp Claim A marketplace of 13 specialist AI agents for coding assistants, offering tools …	—	○ ⏳	—	N/A	N/A	—	—	—
55075	MATRIX Claim A local, project-scoped requirement management MCP server that enables AI agent…	—	○ ⏳	—	N/A	N/A	—	—	—
55076	Zotero MCP Server Claim Enables AI assistants to search, cite, and manage research references directly …	—	○ ⏳	—	—	—	—	—	—
55077	mcp-server-swapy Claim MCP server for querying the Star Wars universe via the SWAPI API, providing acc…	—	○ ⏳	—	—	—	—	—	—
55078	NiftyPM MCP Server Claim A Model Context Protocol server that exposes the NiftyPM project management API…	—	○ ⏳	—	—	—	—	—	—
55079	finance-reconcile-mcp Claim Read-only MCP server for reconciling SimpleFIN bank data against Firefly III le…	—	○ ⏳	—	N/A	N/A	—	—	—
55080	ghl-master Claim 1 The GoHighLevel MCP for Claude — 214 tools, programmatic workflow builder, mult…	—	○	—	N/A	N/A	—	81	—
55081	drawio-mcp-server Claim Enables creating and editing draw.io diagrams from structured descriptions, ren…	—	○ ⏳	—	N/A	N/A	—	—	—
55082	pipedrive-mcp Claim MCP server for Pipedrive CRM providing 88 tools for full CRUD on deals, persons…	—	○ ⏳	—	—	—	—	—	—
55083	esim-mcp-server Claim Lets AI agents search and buy travel eSIMs from ALT eSIM for 200+ destinations,…	—	○ ⏳	—	N/A	N/A	—	—	—
55084	mcp-mychem Claim Provides access to dataset statistics and metadata for MyChem.info, a chemical …	—	○ ⏳	—	—	—	—	—	—
55085	mcp-theaudiodb Claim Provides access to music metadata from TheAudioDB community database through MC…	—	○ ⏳	—	—	—	—	—	—
55086	Markdown Renderer — Styled HTML with CS… Claim Markdown rendering API for AI agents. Convert Markdown to fully styled HTML wit…	—	○ ⏳	—	—	—	—	81	—
55087	Lunar Calendar MCP Server Claim A Model Context Protocol (MCP) server for Chinese traditional calendar function…	—	○ ⏳	—	—	—	—	—	—
55088	Halyard Knowledge Base MCP Server Claim Enables to search and retrieve chunks from a fictional library's documentation …	—	○ ⏳	—	N/A	N/A	—	—	—
55089	caseware-kb Claim Enables querying procurement documents (invoices, purchase orders, shipping ord…	—	○ ⏳	—	N/A	N/A	—	—	—
55090	mcp-server-demo Claim A Node/Express + PostgreSQL MCP server that exposes database-backed tools (list…	—	○ ⏳	—	—	—	—	—	—
55091	meok-vehicle-handover-mcp Claim Vehicle handover compliance — NAMA Vehicle Grading, BVRLA Fair Wear & Tear, pho…	—	○ ⏳	—	N/A	N/A	—	95	—
55092	Choice Wiki MCP Claim Provides Claude with a knowledge base about the Choice restaurant platform, ena…	—	○ ⏳	—	N/A	N/A	—	—	—
55093	agentdrop-mcp-server Claim MCP server for AgentDrop - encrypted file transfer between AI agents across any…	—	○ ⏳	—	N/A	N/A	—	—	—
55094	dockerfile-generator-ai-mcp Claim dockerfile-generator-ai-mcp MCP server by MEOK AI Labs	—	○ ⏳	—	N/A	N/A	—	—	—
55095	mcp-graphql-tools Claim Enables AI assistants to execute GraphQL queries and retrieve schema informatio…	—	○ ⏳	—	—	—	—	—	—
55096	webEmbedding Claim Source-first URL clone, capture, rebuild, and fidelity verification tools.	—	○ ⏳	—	—	—	—	—	—
55097	postwire-mcp Claim Smart Distribute: one prompt → the best native post per platform, then publish …	—	○ ⏳	—	N/A	N/A	—	—	—
55098	@fugle/mcp-server Claim A Fugle MCP server for stock market data and trading, supporting real-time quot…	—	○ ⏳	—	N/A	N/A	—	—	—
55099	TopologicPy MCP Server Claim Enables LLMs to perform architectural spatial modeling through natural language…	—	○ ⏳	—	N/A	N/A	—	—	—
55100	agentic-patterns Claim Exposes the Agentic Patterns Catalog as MCP resources and tools for AI coding a…	—	○ ⏳	—	—	—	—	—	—

Showing 55051–55100 of 57357 servers

« Prev 1 … 1100 1101 1102 1103 1104 … 1148 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops