MCP Scoreboard

64636

Discovered

→

30646

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 1 hour, 31 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
36651	mcp Claim Visual regression & snapshot testing for AI agents — list runs, read semantic d…	—	○ ⏳	—	N/A	N/A	—	—	—
36652	reminder-mcp Claim Enables scheduling and triggering reminders delivered via Slack or Telegram thr…	—	○ ⏳	—	—	—	—	—	—
36653	robot-mcp-server Claim A robot-control MCP server enabling LLMs to control Unitree robots and DJI Tell…	—	○ ⏳	—	N/A	N/A	—	—	—
36654	Expense Tracker MCP Server Claim MCP server for managing and analyzing expenses. Provides tools to add, list, su…	—	○ ⏳	—	N/A	N/A	—	—	—
36655	SpatialLens Claim Parses USD/USDZ/USDA files into structured JSON for AI agents, enabling scene g…	—	○ ⏳	—	N/A	N/A	—	—	—
36656	MSG - MCP Swarm Gateway Claim Turns web-based AIs into full-powered agents with local PC access, 33 tools acr…	—	○ ⏳	—	N/A	N/A	—	—	—
36657	jira-mcp Claim MCP server for Jira Cloud enabling issue tracking, comments, transitions, and a…	—	○ ⏳	—	N/A	N/A	—	—	—
36658	reposcout Claim Discover, enrich, and rank GitHub repos for an objective with weighted, evidenc…	—	○ ⏳	—	N/A	N/A	—	—	—
36659	clawmem-mcp-server Claim An MCP server that leverages a GitHub-compatible API as a durable memory store …	—	○ ⏳	—	N/A	N/A	—	—	—
36660	warp Claim SIP trunking, numbers, porting, messaging, billing, and CDR analytics on the Ri…	—	○ ⏳	—	N/A	N/A	—	—	—
36661	Equipment Health MCP Server Claim An AI agent system that monitors manufacturing equipment health using the Model…	—	○ ⏳	—	N/A	N/A	—	—	—
36662	che-word-mcp Claim Swift-native MCP server for Word (.docx) document manipulation. 148 tools for c…	—	○ ⏳	—	N/A	N/A	—	—	—
36663	Studio Bridge Claim Connects Claude directly to Roblox Studio for building UI, editing scripts, run…	—	○ ⏳	—	N/A	N/A	—	—	—
36664	charity-registry Claim Search, verify, and compare 8.7M+ charities from official government registries…	—	○ ⏳	—	—	—	—	—	—
36665	mcp-annuities-server Claim Enables retrieval of annuity client data, payout calculations, and portfolio an…	—	○ ⏳	—	N/A	N/A	—	—	—
36666	MCPal Claim A lightweight MCP server that enables sending native desktop notifications with…	—	○ ⏳	—	N/A	N/A	—	—	—
36667	Red Hat API MCP Server Claim MCP server providing tools to search Red Hat KCS solutions, retrieve solution d…	—	○ ⏳	—	—	—	—	—	—
36668	Betting Method MCP Server Claim An MCP server that provides calculations for 11 betting methods including Marti…	—	○ ⏳	—	—	—	—	—	—
36669	mcp-smithery-exam1 Claim	—	○ ⏳	—	N/A	N/A	—	95	—
36670	garmin-mcp-server Claim Connects Claude Desktop to your Garmin Connect running data stored locally in S…	—	○ ⏳	—	—	—	—	—	—
36671	unraid-mcp-server Claim Enables AI assistants to manage Unraid OS via Docker, system calls, and file sy…	—	○ ⏳	—	N/A	N/A	—	—	—
36672	vaspera-hardening Claim Enterprise certification for codebases with multi-agent security, reliability, …	—	○ ⏳	—	N/A	N/A	—	95	—
36673	projectmind Claim Persistent project memory for AI coding agents: one compact digest instead of r…	—	○ ⏳	—	N/A	N/A	—	—	—
36674	gnews-agent Claim A persistent news intelligence MCP server that enables AI agents to fetch, stor…	—	○ ⏳	—	—	—	—	—	—
36675	n8n MCP Server Claim MCP server for managing n8n workflows and executions. Enables listing, activati…	—	○ ⏳	—	—	—	—	—	—
36676	pr-mcp-server Claim MCP server to automate Pull Request creation with AI. Analyzes Git branches, ge…	—	○ ⏳	—	N/A	N/A	—	—	—
36677	google-search-console Claim Enables querying Google Search Console data, including search analytics, indexi…	—	○ ⏳	—	N/A	N/A	—	—	—
36678	Hevy MCP (Remote) Claim Hosted/gateway-ready Hevy fitness MCP: workouts, routines, templates.	—	○ ⏳	—	N/A	N/A	—	—	—
36679	Checkmarx Claim The Checkmarx Security MCP server bridges your AI assistant (Claude, Cursor, Co…	—	○ ⏳	—	—	—	—	—	—
36680	easypanel-mcp Claim MCP server for EasyPanel that enables AI agents to manage servers, projects, se…	—	○ ⏳	—	—	—	—	—	—
36681	painprep-mcp-server Claim Interventional pain medicine MCP: Medicare checklists, CPT/ICD-10, ASRA, prior-…	—	○ ⏳	—	N/A	N/A	—	—	—
36682	Telegram Community MCP Claim Enables hybrid search over Telegram community message history, combining full-t…	—	○ ⏳	—	N/A	N/A	—	—	—
36683	clickup-custom-mcp Claim Custom MCP server integrating ClickUp tasks and docs/wikis via REST API with Pe…	—	○ ⏳	—	—	—	—	—	—
36684	Futurykon MCP Server Claim Connects AI agents to the Futurykon prediction platform, enabling them to query…	—	○ ⏳	—	—	—	—	—	—
36685	hermes-oh-my-pi-mcp Claim A tiny Hermes-friendly bridge that exposes oh-my-pi's CLI as MCP tools (prompt …	—	○ ⏳	—	N/A	N/A	—	—	—
36686	DB_Talk Claim Enables natural language interaction with SQLite databases using LangChain and …	—	○ ⏳	—	N/A	N/A	—	—	—
36687	MCP Memory Server Claim Cross-session persistent memory system using Markdown files and SQLite FTS5 ful…	—	○ ⏳	—	N/A	N/A	—	—	—
36688	mcp-brasil Claim 1 An MCP server that connects AI agents to over 200 tools across 27 Brazilian pub…	—	○ ⏳	—	—	—	—	81	—
36689	tuning-engines Claim Fine-tune LLMs on code repos — autocomplete (Cody/QLoRA) and bug-fix (SIERA) ag…	—	○ ⏳	—	N/A	N/A	—	83	—
36690	LinkedIn Profile MCP Server Claim An intelligent bridge between Claude and LinkedIn. This MCP server empowers Cla…	—	○ ⏳	—	—	—	—	—	—
36691	Orenyl Claim MCP server providing agent memory with deterministic deletion guarantees, enabl…	—	○ ⏳	—	N/A	N/A	—	—	—
36692	nc-forms-mcp Claim MCP server for the Nextcloud Forms API v3 that enables secure creation, update,…	—	○ ⏳	—	—	—	—	—	—
36693	whed-tools Claim An MCP-native pipeline for collecting structured intelligence on higher educati…	—	○ ⏳	—	N/A	N/A	—	—	—
36694	vuln-mcp-server Claim A vulnerable-by-design MCP server pair (NotesServer and VaultServer) for testin…	—	○ ⏳	—	N/A	N/A	—	—	—
36695	@arcis/mcp Claim Connect any AI agent to Arcis Protocol DeFi vaults through natural language, en…	—	○ ⏳	—	—	—	—	—	—
36696	browser-console-mcp-tools Claim Captures browser console messages (log, warn, error, etc.) and makes them avail…	—	○ ⏳	—	N/A	N/A	—	—	—
36697	ScoutScore Claim Trust scoring for AI agents. Check scores, fidelity, and flags for x402 service…	—	○ ⏳	—	N/A	N/A	—	95	—
36698	txt-to-md-mcp Claim Enables writing text content to Markdown files with folder organization and ove…	—	○ ⏳	—	N/A	N/A	—	—	—
36699	Green API WhatsApp Claim MCP gateway for WhatsApp via Green API: messaging, contacts, groups and instanc…	—	○ ⏳	—	—	—	—	—	—
36700	FL Studio MCP Server Claim Enables AI assistants to control FL Studio on Windows through a local MCP serve…	—	○ ⏳	—	N/A	N/A	—	95	—

Showing 36651–36700 of 64636 servers

« Prev 1 … 732 733 734 735 736 … 1293 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops