MCP Server Quality Scores
Independent quality analysis of 58073 public MCP servers
Last updated 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 57901 |
MCP Server Neurolorap
Claim
Provides code collection and project structure reporting tools for code analysi…
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| 57902 |
Authoritative Taiho Toyota Bearing Catalogue MCP server. Provides high-fidelity…
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| 57903 |
A multi-agent operations assistant that answers business questions by searching…
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| 57904 |
LUNA
Claim
ESP32-based Streamable HTTP MCP server with embedded Lua scripting engine. Brid…
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| 57905 |
Passive external attack-surface mapping: CT subdomains, DNS, TLS, HTTP posture,…
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| 57906 |
ds-mcp-sync
Claim
Syncs design tokens and components from Figma to a Design System codebase, enab…
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| 57907 |
mcp-glpi-it4
Claim
Integrates with GLPI IT4Solução API v2.3 (OAuth2) to manage tickets, computer i…
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| 57908 |
todos
Claim
MCP server for task management, project knowledge, workspace trust, runner sand…
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| 57909 |
fetch
Claim
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| 57910 |
mistral-ai-mcp
Claim
MCP server for Mistral AI providing OCR, TTS, and STT capabilities via Voxtral.
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| 57911 |
Enables PDF manipulation including text, images, annotations, form fields, page…
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| 57912 |
Todoist MCP Server
Claim
A self-hosted MCP server that wraps the official Todoist AI package to provide …
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| 57913 |
Fastmail MCP Server
Claim
A Model Context Protocol (MCP) server that provides access to the Fastmail API,…
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| 57914 |
Persistent long-term memory for Claude Desktop / Claude Code, backed by Evoluti…
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| 57915 |
MCP PostgreSQL
Claim
A read-only MCP server for PostgreSQL that enables safe database introspection …
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| 57916 |
@bountylens/mcp
Claim
Connects Claude Code to BountyLens Hunter Tracker for managing bug bounty hunt …
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| 57917 |
AI Council MCP Server
Claim
Multi-AI Consensus Tool: Query multiple AI models in parallel, synthesize respo…
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| 57918 |
Waalaxy MCP Server
Claim
Enables users to manage Waalaxy LinkedIn automation campaigns through MCP tools…
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| 57919 |
SWMF MCP Server
Claim
SWMF MCP Server enables AI agents to work with the Space Weather Modeling Frame…
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| 57920 |
mle_kit_mcp
Claim
Provides ML engineering tools including local/remote bash, text editor, file se…
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| 57921 |
Pushary
Claim
Push notifications and human-in-the-loop approvals for AI agents, with a cross-…
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| 57922 |
mcp-openalex
Claim
MCP server for the OpenAlex scholarly database, providing AI agents with tools …
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| 57923 |
Enables Gmail, Google Calendar, and Google Drive access through the Model Conte…
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| 57924 |
groupdocs-redaction-mcp
Claim
MCP server for GroupDocs.Redaction — redact text, metadata, annotations, image …
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| 57925 |
Wavix
Claim
Hosted MCP server for the Wavix telecom platform: SMS, voice, 2FA, SIP, numbers…
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| 57926 |
Monti APM MCP Server
Claim
Enables AI assistants to interact with Monti APM for Meteor application perform…
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| 57927 |
openrouter-imgen-mcp
Claim
Gives AI assistants image generation and editing capabilities through OpenRoute…
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| 57928 |
Roblox 3D Generator MCP
Claim
Generates JSON for Roblox Studio 3D models from natural language prompts using …
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| 57929 |
agentloop
Claim
MCP server that enables AI agents to run a deterministic orchestration loop wit…
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| 57930 |
RawTrace MCP
Claim
Records raw DOM mutations and network events during AI agent browser interactio…
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| 57931 |
screenshot-mcp
Claim
Captures full-monitor screenshots and returns them as base64 inline or saved fi…
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| 57932 |
mcpgatewaydesk-mcp
Claim
A paid remote MCP for AI SDK MCP gateway registry, built to return verdicts, re…
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| 57933 |
test-mcp
Claim
A minimal test MCP server built with TypeScript, demonstrating basic Model Cont…
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| 57934 |
jsonplaceholder-mcp
Claim
An MCP server that provides tools to interact with the JSONPlaceholder fake RES…
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| 57935 |
asi-mcp
Claim
AI-powered Attack Surface Intelligence server that exposes industry-standard pe…
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| 57936 |
gov-mcp
Claim
An MCP server that enforces runtime governance on AI agent actions — file acces…
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| 57937 |
powerbi-mcp-server
Claim
Enables natural language interaction with Power BI Desktop via MCP, allowing DA…
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| 57938 |
A FastMCP runtime that lets AI tools search electronic components, prices, and …
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| 57939 |
Connects AI assistants to Turbot Guardrails for natural language exploration, a…
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| 57940 |
mcp-firefox
Claim
Connects to Firefox's Remote Debugging Protocol over TCP, exposing browser DevT…
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| 57941 |
aiproject-mcp
Claim
MCP server for managing AIProject tasks and projects, providing CRUD operations…
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| 57942 |
heimdall-mcp
Claim
Transparent proxy for any MCP server that intercepts all JSON-RPC messages, mea…
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| 57943 |
modelbound-mcp
Claim
Local-first MCP server for agent skills. Validate, lint, diff, and convert acro…
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| 57944 |
sql-assistant-mcp
Claim
A Model Context Protocol (MCP) server for SQL Server / Azure SQL that enables q…
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| 57945 |
Rumble MCP
Claim
Provides AI assistants with access to TheRumble.app investment research data fo…
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| 57946 |
gitlab-review-mcp
Claim
Enables interaction with GitLab projects, merge requests, issues, and code revi…
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| 57947 |
MCP Memory Server
Claim
An MCP server that gives Claude persistent memory by storing conversation conte…
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| 57948 |
camoufox-mcp
Claim
Enables browser automation with anti-detection features, including navigation, …
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| 57949 |
basis
Claim
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| 57950 |
polymarket-mcp
Claim
AI-agent ready FastMCP server for Polymarket market discovery, wallet analytics…
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