MCP Scoreboard

67291

Discovered

→

32348

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 5 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
62201	Centia MCP Server Claim Exposes the Centia API as MCP tools generated from its OpenAPI spec, enabling n…	—	○ ⏳	—	N/A	N/A	—	—	—
62202	BestReads MCP Server Claim Enables personalized book recommendations by managing reading profiles and pref…	—	○ ⏳	—	—	—	—	—	—
62203	whiteboard-mcp-server Claim Shared context for multiple Claude Code sessions working on the same project.	—	○ ⏳	—	N/A	N/A	—	—	—
62204	ContextBolt Bookmarks Claim AI-powered recall over your saved bookmarks. It gives Claude semantic search, t…	—	○ ⏳	—	—	—	—	—	—
62205	MCP Server Kickstarter Claim A CLI tool to scaffold and manage new MCP-compatible server projects with uv, i…	—	○ ⏳	—	N/A	N/A	—	—	—
62206	hello-server Claim Greet anyone with a friendly, customizable message. Tailor tone and format for …	—	○ ⏳	—	—	—	—	81	—
62207	Stripe MCP Server Claim Enables Claude to integrate with Stripe for creating payment links, processing …	—	○ ⏳	—	—	—	—	—	—
62208	telegram-mcp-server Claim Enables Claude to interact with Telegram channels and groups through API or web…	—	○ ⏳	—	N/A	N/A	—	—	—
62209	mcp-current-repo Claim A proof-of-concept MCP server that scopes GitHub tools to the current repositor…	—	○ ⏳	—	—	—	—	—	—
62210	Cloudera AI Workbench MCP Server Claim Enables LLMs to interact with Cloudera AI Workbench APIs for managing files, jo…	—	○ ⏳	—	—	—	—	—	—
62211	npmguard Claim Pre-install risk gate for npm packages. Stops AI coding agents from running mal…	—	○ ⏳	—	N/A	N/A	—	—	—
62212	Binelek MCP Server Claim Enables interaction with the Binelek Platform's knowledge graph, search, AI, an…	—	○ ⏳	—	—	—	—	—	—
62213	iiq-mcp Claim MCP server for SailPoint IdentityIQ 8.5 that enables searching and requesting r…	—	○ ⏳	—	—	—	—	—	—
62214	CosTrack MCP Claim Enables AI agents to track LLM costs, enforce budgets, compare models, and esti…	—	○ ⏳	—	—	—	—	—	—
62215	cognition-wheel Claim Enables querying multiple AI models in parallel (Claude, Gemini, O3) and synthe…	—	○ ⏳	—	—	—	—	—	—
62216	Augent Claim MCP server that turns any audio or video source into structured, searchable int…	—	○ ⏳	—	N/A	N/A	—	—	—
62217	tree-sitter-analyzer Claim An MCP code-intelligence server for AI agents with pre-indexed AST cache, 62 MC…	—	○ ⏳	—	N/A	N/A	—	—	—
62218	debug-thinking Claim Structures debugging processes into a persistent knowledge graph, enabling prob…	—	○ ⏳	—	N/A	N/A	—	—	—
62219	Joplin MCP Server Claim Enables AI assistants to interact with Joplin notes and notebooks, including se…	—	○ ⏳	—	N/A	N/A	—	—	—
62220	Replicate Universal MCP Server Claim Provides a standardized interface for interacting with Replicate's tools and se…	—	○ ⏳	—	—	—	—	—	—
62221	Day One MCP Server Claim Read-only MCP server for Day One journal on macOS, enabling search and browsing…	—	○ ⏳	—	N/A	N/A	—	—	—
62222	SIEMen Claim Enables AI agents to read, write, and search security findings, engagement memo…	—	○ ⏳	—	—	—	—	—	—
62223	mcp-awareness Claim Shared memory for any MCP-compatible AI, enabling cross-platform knowledge pers…	—	○ ⏳	—	—	—	—	—	—
62224	Repo Interrogator Claim A local-first MCP server that enables AI tools to safely inspect and search cod…	—	○ ⏳	—	N/A	N/A	—	—	—
62225	GitHub PR Review MCP Claim An MCP server that collects Pull Request comments from private GitHub repositor…	—	○ ⏳	—	—	—	—	—	—
62226	Document Assistant MCP Server Claim Provides tools for indexing documents, creating notes, searching content, and e…	—	○ ⏳	—	N/A	N/A	—	—	—
62227	AI Image Analysis MCP Claim Provides AI-powered image analysis using Google Gemini 2.0 Flash, with support …	—	○ ⏳	—	N/A	N/A	—	—	—
62228	modforge Claim Provides deterministic, audit-chain-backed Minecraft symbol migration and versi…	—	○ ⏳	—	N/A	N/A	—	—	—
62229	@kubova/mcp Claim Lets AI agents pack shipping containers using the Kubova calculator, with tools…	—	○ ⏳	—	—	—	—	—	—
62230	PageSpeed MCP Server Claim Enables AI assistants to perform comprehensive web performance analysis using G…	—	○ ⏳	—	—	—	—	—	—
62231	MCP Contractor Claim A contract linter for AI agents that uses structured YAML contracts to define d…	—	○ ⏳	—	N/A	N/A	—	—	—
62232	TunaPay TX Classifier Claim Classifies Solana on-chain transactions into tax categories (e.g., swap, stake,…	—	○ ⏳	—	N/A	N/A	—	—	—
62233	Databricks Documentation MCP Server Claim Enables AI assistants to search and explore Databricks AWS documentation throug…	—	○ ⏳	—	N/A	N/A	—	—	—
62234	mcp-omics Claim A Model Context Protocol server that enables retrieval of -omics data from sour…	—	○ ⏳	—	—	—	—	—	—
62235	ruru-swbot-mcp Claim Enables control of SwitchBot devices by name, reducing the risk of AI misidenti…	—	○ ⏳	—	—	—	—	—	—
62236	Memento Claim A persistent memory MCP server for AI assistants, storing and retrieving notes …	—	○ ⏳	—	N/A	N/A	—	—	—
62237	colab-autopilot Claim Enables AI agents to autonomously manage Google Colab GPU sessions, submit and …	—	○ ⏳	—	—	—	—	—	—
62238	Scrivener MCP Server Claim Enables Claude AI to seamlessly interact with Scrivener projects for document m…	—	○ ⏳	—	N/A	N/A	—	—	—
62239	Outlook MCP Python Claim A Python-based MCP server for Microsoft Outlook integration using Microsoft Gra…	—	○ ⏳	—	N/A	N/A	—	—	—
62240	podcast-summarizer-mcp Claim Search and discover YouTube channels via natural language, track them, and summ…	—	○ ⏳	—	N/A	N/A	—	—	—
62241	jv-idx-mcp Claim MCP server exposing Indonesia Stock Exchange (IDX) market data as tools — funda…	—	○ ⏳	—	—	—	—	—	—
62242	買屋快搜 Claim MCP server for searching and querying detailed housing listings in Taiwan, enab…	—	○ ⏳	—	—	—	—	—	—
62243	billforward-mcp Claim Enables LLMs to interact with Billforward's billing and subscription management…	—	○ ⏳	—	—	—	—	—	—
62244	dispatch-mcp Claim A security-constrained MCP server that provides tools to dispatch tasks to allo…	—	○ ⏳	—	N/A	N/A	—	—	—
62245	esolat-mcp Claim MCP server providing Malaysian/global prayer times (JAKIM + Aladhan fallback), …	—	○ ⏳	—	—	—	—	—	—
62246	Selecchor MCP Server Claim Lets Claude read and manage the Selecchor house-tasks app including tasks, hous…	—	○ ⏳	—	N/A	N/A	—	—	—
62247	universal-mail-mcp Claim A cross-platform MCP server that provides Claude with email access via IMAP, su…	—	○ ⏳	—	N/A	N/A	—	—	—
62248	appstore-mcp Claim Enables reading and updating App Store Connect metadata, in-app purchases, scre…	—	○ ⏳	—	—	—	—	—	—
62249	Google Docs MCP Server Claim A powerful Model Context Protocol (MCP) server implementation for seamless Goog…	—	○ ⏳	—	—	—	—	—	—
62250	mystreet Claim MCP oracle of reputation for ia agent	—	○ ⏳	—	—	—	—	—	—

Showing 62201–62250 of 67291 servers

« Prev 1 … 1243 1244 1245 1246 1247 … 1346 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops