MCP Scoreboard

66518

Discovered

→

31840

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 3 hours, 57 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
44701	Mashov MCP Server Claim Enables interaction with the Mashov school management system API, allowing retr…	—	○ ⏳	—	—	—	—	—	—
44702	TradingWizard No-Chase MCP Claim Enforces pre-trade planning discipline by checking entry, stop, target, and ris…	—	○ ⏳	—	—	—	—	—	—
44703	hoton-mcp Claim Enables AI agents to purchase Telegram Stars, Premium, and TON top-ups by build…	—	○ ⏳	—	—	—	—	—	—
44704	Google Tasks MCP Server Claim Enables managing Google Tasks (list, add, complete, delete, update) using natur…	—	○ ⏳	—	N/A	N/A	—	—	—
44705	Soroka Claim Telegram bot that turns saved messages into a personal knowledge base with AI-p…	—	○ ⏳	—	—	—	—	—	—
44706	ClearFi Finance MCP Server Claim Connects AI assistants to the ClearFi personal finance API for searching transa…	—	○ ⏳	—	N/A	N/A	—	—	—
44707	YouTube MCP Server Claim A comprehensive MCP server integrating YouTube Data, Analytics, and Reporting A…	—	○ ⏳	—	—	—	—	—	—
44708	paypal-invoice-mcp-server Claim Enables LLMs to create PayPal invoices through a simple tool interface.	—	○ ⏳	—	—	—	—	—	—
44709	OriginLab MCP Server Claim Bridge between AI assistants and OriginLab, enabling data import, plotting, ana…	—	○ ⏳	—	N/A	N/A	—	—	—
44710	Artsy Analytics MCP Server Claim 1 A Model Context Protocol server that provides Artsy partner analytics tools for…	—	○ ⏳	—	N/A	N/A	—	95	—
44711	jamjet-policy Claim MCP stdio interceptor (`@jamjet/mcp-shim`) that applies one YAML policy file (b…	—	○ ⏳	—	N/A	N/A	—	—	—
44712	comfyui-mcp-server-node Claim A lightweight MCP server that bridges AI agents with a local ComfyUI instance t…	—	○ ⏳	—	N/A	N/A	—	—	—
44713	VMware Workstation MCP Claim A stdio MCP server that controls VMware Workstation via vmrun, enabling VM life…	—	○ ⏳	—	N/A	N/A	—	—	—
44714	Struq Claim Struq MCP gives coding agents secure access to your Struq vault of reusable pro…	—	○ ⏳	—	—	—	—	81	—
44715	shadowgate-mcp Claim Security firewall for AI agents — scans MCP calls for injection, secrets, and r…	—	○ ⏳	—	—	—	—	—	—
44716	pr-review-mcp Claim Unified MCP control plane for AI pull request reviews on GitHub.	—	○ ⏳	—	N/A	N/A	—	—	—
44717	github-stars-mcp Claim Analyzes and compares GitHub repositories, tracks star growth, and offers AI-po…	—	○ ⏳	—	—	—	—	—	—
44718	Vehicle MCP Claim Enables AI assistants to control vehicles by checking battery status, managing …	—	○ ⏳	—	—	—	—	—	—
44719	dbridge-mcp Claim Read-only MCP server that lets AI agents safely query SQLite, PostgreSQL, and M…	—	○ ⏳	—	N/A	N/A	—	—	—
44720	LocalRoots MCP Claim Enables discovery and scoring of independent local businesses by inverting algo…	—	○ ⏳	—	—	—	—	—	—
44721	kogcat-mcp Claim Local-first judgment layer: counter-examples & blind spots from your own knowle…	—	○ ⏳	—	N/A	N/A	—	—	—
44722	speckitacceptance-mcp Claim Paid remote MCP for spec driven development acceptance gate MCP, structured rec…	—	○ ⏳	—	—	—	—	—	—
44723	api-hub Claim 300+ free MCP tools: weather, crypto, DNS, QR, colors, SEO, UUIDs, and more.	—	○ ⏳	—	—	—	—	—	—
44724	masterplan Claim Minimal MCP server that keeps implementation plans and handoffs as plain markdo…	—	○ ⏳	—	N/A	N/A	—	—	—
44725	WeJob Claim Read-only MCP server for public WeJob jobs, formations, and companies.	—	○ ⏳	—	—	—	—	—	—
44726	universal-brute-workpack Claim Turns an Agent client into a local-first workbench with tools for files, grep, …	—	○ ⏳	—	N/A	N/A	—	—	—
44727	Bitrix24 MCP Server Claim Enables AI agents to interact with Bitrix24 CRM for managing contacts, deals, t…	—	○ ⏳	—	—	—	—	81	—
44728	eurorack Claim Citation-anchored Eurorack module reference: specs, compatibility, and patch te…	—	○ ⏳	—	—	—	—	—	—
44729	Home Assistant Automation MCP Server Claim Enables creation, editing, listing, and management of Home Assistant automation…	—	○ ⏳	—	—	—	—	81	—
44730	redis-mcp Claim 1 Read-first Redis MCP: SCAN key explorer, keyspace/TTL/memory/slowlog stats, DBA…	—	○	—	N/A	N/A	—	81	—
44731	ContextBridge Claim Local-first code retrieval for AI agents — cuts codebase context from thousands…	—	○ ⏳	—	N/A	N/A	—	—	—
44732	pytest-mcp-server Claim MCP server for debugging pytest failures, allowing users to register test failu…	—	○ ⏳	—	—	—	—	—	—
44733	IL2CPP Frida MCP Server Claim Enables AI assistants to analyze and manipulate Unity IL2CPP applications via F…	—	○ ⏳	—	—	—	—	—	—
44734	mcp Claim Manage discussion topics, gather votes and video rationale, and read AI insight…	—	○ ⏳	—	N/A	N/A	—	—	—
44735	groupdocs-conversion-mcp Claim MCP server for GroupDocs.Conversion — convert, inspect, and list supported form…	—	○ ⏳	—	N/A	N/A	—	—	—
44736	ASTRA MCP Server Claim Exposes a bio-hybrid neuromorphic simulation pipeline (SNN LIF+STDP, consciousn…	—	○ ⏳	—	—	—	—	—	—
44737	TTS MCP Server Claim Text-to-speech MCP server using Microsoft Edge TTS, supporting multiple voices …	—	○ ⏳	—	—	—	—	—	—
44738	mcp-arcgis-sanclemente Claim Provides access to City of San Clemente GIS open geospatial data (ArcGIS), enab…	—	○ ⏳	—	—	—	—	—	—
44739	blackmount-construction-mcp Claim Construction estimating MCP: 48 tools — materials, labor, cost, structural, MEP…	—	○ ⏳	—	N/A	N/A	—	—	—
44740	Python MCP Template Claim A DevOps-friendly template for building MCP servers with CI/CD, Docker support,…	—	○ ⏳	—	—	—	—	81	—
44741	MNEE MCP Server Claim Enables AI agents to interact with MNEE stablecoin on Bitcoin SV, including che…	—	○ ⏳	—	—	—	—	81	—
44742	PDF Inline Image RAG MCP Claim Builds searchable SQLite databases from PDFs, preserving inline image locations…	—	○ ⏳	—	N/A	N/A	—	—	—
44743	GovPing Claim [Free regulatory intelligence](https://govping.org) for AI agents. Search 27,00…	—	○ ⏳	—	—	—	—	81	—
44744	geminiupgradeqa-mcp Claim Remote MCP for Gemini upgrade evals, prompt regressions, output diffs, and eval…	—	○ ⏳	—	—	—	—	—	—
44745	LiteLLM MCP Server Bridge Claim Connects Antigravity to a LiteLLM instance, enabling chat completions, model li…	—	○ ⏳	—	—	—	—	—	—
44746	agy-headless-bridge MCP server Claim Enables calling Google's Antigravity CLI (agy) headlessly through MCP, providin…	—	○ ⏳	—	N/A	N/A	—	—	—
44747	mcp-dailymed Claim Search and retrieve FDA Structured Product Labels from DailyMed via NLM, suppor…	—	○ ⏳	—	—	—	—	—	—
44748	data-cambridge Claim DataCambridge MCP — Cambridge open data (data.cambridgema.gov, Socrata SODA API…	—	○ ⏳	—	—	—	—	—	—
44749	Power BI Analyst MCP Claim 1 Browse Power BI workspaces, run DAX queries, and page through large results.	—	○	—	N/A	N/A	—	81	—
44750	WorldQuant MCP Claim Automates WorldQuant BRAIN alpha research workflows, including simulation, refe…	—	○ ⏳	—	N/A	N/A	—	—	—

Showing 44701–44750 of 66518 servers

« Prev 1 … 893 894 895 896 897 … 1331 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops