MCP Scoreboard

66502

Discovered

→

31827

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 5 hours, 25 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
49701	Mockloop MCP Claim An Intelligent Model Context Protocol server that generates mock servers from O…	—	○ ⏳	—	—	—	—	81	—
49702	String Diagram Generator MCP Server Claim Generates formal string diagram visualizations of Lushy brick compositions, ena…	—	○ ⏳	—	N/A	N/A	—	—	—
49703	test_zikim Claim	—	○ ⏳	—	—	—	—	81	—
49704	cic-mcp-shared Claim Enables cross-session memory, weighting, and factory/PR/artifact linking for CI…	—	○ ⏳	—	N/A	N/A	—	—	—
49705	ralph-wiggum-mcp Claim An enhanced Model Context Protocol (MCP) server implementing the Ralph Wiggum t…	—	○ ⏳	—	—	—	—	81	—
49706	Zileo Docs Claim MCP server for indexing, semantic search, and generation of multi-format docume…	—	○ ⏳	—	N/A	N/A	—	—	—
49707	Ares DevOps MCP Server Claim Enables seamless interaction with Azure DevOps for managing Git repositories, b…	—	○ ⏳	—	—	—	—	81	—
49708	simple_snowflake_mcp Claim Enables natural language querying and management of Snowflake databases, includ…	—	○ ⏳	—	—	—	—	—	—
49709	Scry Claim Free IPv4 lookups against a distributed attacker-observation corpus.	—	○ ⏳	—	—	—	—	—	—
49710	depyler-mcp Claim 2 MCP server for Depyler: Python-to-Rust transpiler with analysis and verificatio…	—	○	—	N/A	N/A	—	81	—
49711	VideoGen Advisor Claim A unified MCP server for video generation that intelligently routes requests to…	—	○ ⏳	—	—	—	—	—	—
49712	mica-crypto-mcp Claim 1 Markets in Crypto-Assets (MiCA) Regulation (EU) 2023/1114 compliance for EU cry…	—	○ ⏳	—	N/A	N/A	—	81	—
49713	MemoryMCP Claim A persistent memory MCP server specialized for Japanese, featuring hybrid searc…	—	○ ⏳	—	N/A	N/A	—	—	—
49714	Alpaca MCP Server Claim An MCP server implementation for Alpaca's Trading API that enables LLMs to inte…	—	○ ⏳	—	—	—	—	—	—
49715	pharaoh Claim Hosted MCP server that parses TypeScript and Python codebases into Neo4j knowle…	—	○ ⏳	—	—	—	—	81	—
49716	Vestel Jira MCP Server Claim Connects AI assistants to Jira, enabling retrieval, search, creation, and updat…	—	○ ⏳	—	—	—	—	—	—
49717	Gmail MCP Server Claim Enables Claude to read, search, send, label, and trash emails in any Gmail acco…	—	○ ⏳	—	N/A	N/A	—	—	—
49718	mcp-compressor Claim A proxy that intercepts MCP responses to reduce token consumption by compressin…	—	○ ⏳	—	N/A	N/A	—	—	—
49719	codebase-memory Claim Provides persistent memory for AI coding agents through the Model Context Proto…	—	○ ⏳	—	N/A	N/A	—	—	—
49720	study-mcp Claim A simple MCP server demonstrating resources, tools, and prompts, including a gr…	—	○ ⏳	—	—	—	—	—	—
49721	Swagger MCP Server Claim Enables AI assistants to interact with Spring Boot backend APIs through Swagger…	—	○ ⏳	—	—	—	—	—	—
49722	Daemoon Claim Enables AI coding agents to access and manage multiple dev infrastructure provi…	—	○ ⏳	—	—	—	—	—	—
49723	inbiot_mcp_with_weatherapi_and_well_sta… Claim	—	○ ⏳	—	N/A	N/A	—	95	—
49724	google-workspace-mcp-with-script Claim MCP server for Claude Code CLI that integrates with Google Workspace, enabling …	—	○ ⏳	—	—	—	—	—	—
49725	idamesh Claim MCP server for IDA Pro: decompiler, disassembler, and analysis tools for MCP cl…	—	○ ⏳	—	N/A	N/A	—	—	—
49726	mcp-pihole Claim 1 MCP server for Pi-hole v6 that enables management of blocklists, DNS blocking, …	—	○ ⏳	—	—	—	—	81	—
49727	@icjia/plausible-mcp Claim Enables querying a self-hosted Plausible Analytics instance to retrieve compres…	—	○ ⏳	—	N/A	N/A	—	—	—
49728	mcp-feedback-ultra Claim Interactive feedback server for AI-assisted development with Web UI and desktop…	—	○ ⏳	—	N/A	N/A	—	—	—
49729	codebase-bridge-mcp Claim A read-only MCP server that lets a Claude chat explore your local repository an…	—	○ ⏳	—	—	—	—	—	—
49730	arcscope Claim A local MCP server that gives AI coding agents symbol definitions, dependency g…	—	○ ⏳	—	N/A	N/A	—	—	—
49731	ProjectBrain Claim Local MCP server providing project cognition capabilities for AI coding agents,…	—	○ ⏳	—	N/A	N/A	—	95	—
49732	Grounding Lite MCP Server Claim Provides custom tools to the Gemini model for spatially grounding responses usi…	—	○ ⏳	—	—	—	—	—	—
49733	argus Claim Chrome DevTools Protocol MCP server for browser debugging with tools for consol…	—	○ ⏳	—	N/A	N/A	—	—	—
49734	mcporacle Claim Local MCP server for Roo Code that connects to Oracle DB and returns limited se…	—	○ ⏳	—	N/A	N/A	—	—	—
49735	mcp-memory-graph Claim A personal memory MCP server for Obsidian/markdown vaults that provides hybrid …	—	○ ⏳	—	N/A	N/A	—	—	—
49736	PayHumans — Hire Human Experts Claim The human API for AI agents. When your agent hits a task it can't do — verify a…	—	○ ⏳	—	—	—	—	81	—
49737	Business Central MCP Server Claim Enables MCP clients to access and manage Microsoft Dynamics 365 Business Centra…	—	○ ⏳	—	—	—	—	—	—
49738	MCP Gemini CLI Claim A server that allows interaction with Google's Gemini AI through the Gemini CLI…	—	○ ⏳	—	N/A	N/A	—	95	—
49739	Walkthrough Agent Claim An MCP server that reads app source code, generates contextually valid dummy da…	—	○ ⏳	—	N/A	N/A	—	—	—
49740	mcp-google Claim MCP server for Google APIs — Gmail and Calendar tools for LLM agents.	—	○ ⏳	—	N/A	N/A	—	—	—
49741	mcp-component-finder Claim Enables searching for component, function, and type usage in React/TypeScript p…	—	○ ⏳	—	N/A	N/A	—	—	—
49742	lottery-mcp-server Claim A Model Context Protocol server for querying and analyzing double-color ball (双…	—	○ ⏳	—	—	—	—	—	—
49743	office-mcp-server Claim AI-powered professional document generation server that creates Word and Excel …	—	○ ⏳	—	N/A	N/A	—	—	—
49744	cloudwatch-mcp Claim Enables searching and analyzing AWS CloudWatch logs with support for configurab…	—	○ ⏳	—	N/A	N/A	—	95	—
49745	i18n-mcp Claim MCP server for managing i18n JSON translation files. Provides Claude with struc…	—	○ ⏳	—	N/A	N/A	—	—	—
49746	RecruitData Claim Unified job search MCP server that aggregates live listings from multiple job b…	—	○ ⏳	—	—	—	—	—	—
49747	MCP Unity Editor Claim Enables AI assistants to interact with Unity Editor, managing scenes, game obje…	—	○ ⏳	—	N/A	N/A	—	—	—
49748	AgentsID Guard Claim MCP server that protects shell, file, database, git, and HTTP operations with p…	—	○ ⏳	—	N/A	N/A	—	—	—
49749	patchwork-mcp-server Claim Enables LLM agents to query Patchwork kernel patches, series, CI checks, and co…	—	○ ⏳	—	—	—	—	—	—
49750	mcp-server-toolkit Claim Production-ready MCP server starter with authentication, observability, and a p…	—	○ ⏳	—	—	—	—	—	—

Showing 49701–49750 of 66502 servers

« Prev 1 … 993 994 995 996 997 … 1331 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops