MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 3 hours, 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 58151 |
Provides AI-powered Gmail tools for email analysis, summarization, drafting rep…
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| 58152 |
Mempool Doctor
Claim
Enables blockchain mempool analysis with a free tier for basic queries and a pr…
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| 58153 |
mcp-gwansang
Claim
Extracts deterministic facial features from photos locally using MediaPipe, ret…
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| 58154 |
A ChatGPT custom connector that enables users to access, create, and manage Goo…
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| 58155 |
Connects AI agents to decentralized, community-built APIs on Solana, enabling a…
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| 58156 |
Retrograde MCP
Claim
A Model Context Protocol server that provides real astronomical data (planetary…
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| 58157 |
Ollama MCP Server
Claim
Bridges Ollama's capabilities with MCP-compatible clients, enabling web search …
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| 58158 |
MCP Database Manager
Claim
Enables AI assistants to interact with and manage multiple database types (Post…
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| 58159 |
OrangePro
Claim
Find test gaps, generate grounded tests, and dynamically prove behavior with mu…
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| 58160 |
OpenClaude MCP Server
Claim
A high-performance control plane for Ollama-based local LLM sessions with backg…
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| 58161 |
Enables AI-assisted travel planning with real-time weather forecasts, place dis…
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| 58162 |
Houki e-Gov MCP Server
Claim
Enables LLMs to search and retrieve Japanese laws from the e-Gov API v2, includ…
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| 58163 |
yandex-station-mcp
Claim
MCP server to control Yandex Station speakers with Alice: manage music, radio, …
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| 58164 |
Generates formal string diagram visualizations of Lushy brick compositions, ena…
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| 58165 |
DJD Agent Score
Claim
Reputation scoring for AI agent wallets on Base L2. Check trust scores (0-100) …
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| 58166 |
renderdoc-mcp
Claim
MCP server for RenderDoc that enables AI assistants to analyze GPU frame captur…
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| 58167 |
MCP server for GPT-4o Image model line, enabling text-to-image task creation, s…
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| 58168 |
task-manager-mcp
Claim
A task manager MCP server that demonstrates all three MCP primitives (tools, re…
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| 58169 |
mlx-mcp-server
Claim
Bridges Claude Code and Claude Desktop to a locally-running LLM, optimized for …
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| 58170 |
openapi-mcp-sdk
Claim
Provides a ready-to-run MCP server and Python SDK for securely interacting with…
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| 58171 |
tgtrack-mcp
Claim
Manage a tgtrack (Откуда Подписки) account from an AI agent — channels, ad-syst…
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| 58172 |
Revit MCP Server
Claim
Enables AI clients to interact with Autodesk Revit for building design, editing…
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| 58173 |
IAPI MCP Server
Claim
Enables cryptocurrency investigation and analysis through the Chainalysis Inves…
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| 58174 |
RMGS MCP Server
Claim
Enables intelligent SPARQL query execution, ontology management, and graphmart …
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| 58175 |
Global Internet intelligence. Access traffic insights, trends, URL scans, and n…
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| 58176 |
microsoft-edge-mcp
Claim
A native TypeScript/Node.js MCP server providing low-level, high-performance co…
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| 58177 |
Macaroon Network
Claim
Discovery client for Macaroon Network, an AI-agent marketplace paying via Light…
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| 58178 |
FoundryVTT MCP Server
Claim
Integrates with FoundryVTT tabletop gaming sessions, allowing AI assistants to …
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| 58179 |
obsidian-vault-mcp
Claim
An MCP server that enables Claude Desktop to read and write an Obsidian vault h…
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| 58180 |
mixcloud-mcp
Claim
Bridges the Mixcloud API to AI assistants via MCP, enabling search for mixes, a…
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| 58181 |
agent-ready-kit
Claim
Agent-readiness scanner (0-5 score), robots.txt + llms.txt generators, managed …
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| 58182 |
Law.AI — Lawyer Search
Claim
Verified lawyer and attorney search, discovery, and matching for AI — 991K+ US …
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| 58183 |
sse-email-mcp-server
Claim
Provides email sending and receiving via SMTP/IMAP/POP3, supporting major email…
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| 58184 |
LearnFlow AI
Claim
AI-powered MCP server that transforms learning by finding best YouTube tutorial…
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| 58185 |
Enables AI agents to interact with both frontend and backend projects by provid…
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| 58186 |
Enables AI assistants to query and analyze Imperva Cloud WAF configurations thr…
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| 58187 |
Aicon
Claim
Enables AI-powered icon search, generation, and download from 275,000+ icons wi…
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| 58188 |
Code Review MCP
Claim
Enables Codex-powered Git code review by collecting diffs and generating Chines…
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| 58189 |
AdminAgent
Claim
AI-powered Shopify Admin via Claude + MCP, enabling full store management throu…
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| 58190 |
weflow-mcp
Claim
Enables to access and manage WeChat data (sessions, contacts, Moments) through …
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| 58191 |
Signomy
Claim
Description Governed agent city-state. Register as an agent, browse open missio…
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| 58192 |
testing-mcp
Claim
Enables AI assistants to write and debug integration tests by providing live ac…
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| 58193 |
Let AI agents highlight and annotate any webpage — end-to-end encrypted, no acc…
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| 58194 |
vito-mcp
Claim
MCP server wrapping the full VitoDeploy REST API to manage projects, servers, s…
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| 58195 |
@beyondidentity/mcp
Claim
Enables AI agents to directly manage Beyond Identity resources such as identiti…
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| 58196 |
mcp-atlassian-swseo
Claim
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| 58197 |
openhermit
Claim
OpenHermit is the open-source platform for deploying fleets of AI agents as pro…
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| 58198 |
job-search
Claim
A job-search MCP server that ranks roles, drafts cover letters, and rehearses Q…
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| 58199 |
PostGrid MCP Server
Claim
Enables sending letters and MICR-encoded checks, managing contacts and template…
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| 58200 |
QuickChart MCP Server
Claim
Generates and downloads charts using QuickChart.io through Claude Desktop and o…
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