MCP Server Quality Scores
Independent quality analysis of 57357 public MCP servers
Last updated 1 hour, 55 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 57301 |
Enables safe, read-only querying and schema exploration for Microsoft SQL Serve…
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| 57302 |
django-admin-mcp-api
Claim
Exposes Django admin's ModelAdmin as MCP tools, with identical permissions, for…
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| 57303 |
ncloud-mcp-server
Claim
Enables natural language management of Naver Cloud Platform infrastructure, cov…
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| 57304 |
LINE Bot MCP Server
Claim
MCP server for LINE Messaging API — send messages, manage groups, rich menus, w…
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| 57305 |
radio-browser-mcp
Claim
MCP server that enables natural language control of internet radio from Claude …
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| 57306 |
Synology MCP Server
Claim
Monitor and manage a Synology DSM 7 NAS from any MCP client — and build live da…
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| 57307 |
WeChat MCP Server
Claim
Enables Claude Code to read encrypted WeChat chat history from local database, …
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| 57308 |
NBIM MCP Server
Claim
MCP server for querying data from Norway's Government Pension Fund Global — the…
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| 57309 |
MindMesh MCP Server
Claim
Enables enriched reasoning through a quantum-inspired swarm of Claude 3.7 Sonne…
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| 57310 |
Maasy MCP Server
Claim
Connects Claude to marketing intelligence, enabling brand scanning, content gen…
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| 57311 |
yt-mcp-server-odoo
Claim
An MCP server that enables AI assistants to interact with Odoo ERP, allowing na…
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| 57312 |
Copywriting MCP Server
Claim
Provides 10 validation tools for direct response copywriting, including blind c…
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| 57313 |
mcp-server-bedrock-image
Claim
An MCP server that gives AI agents the ability to generate, edit, and manipulat…
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| 57314 |
MiFID II Article 17 algorithmic trading + RTS 6 testing/risk controls + best ex…
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| 57315 |
mcp-feedback-enhanced
Claim
Establishes feedback-oriented development workflows with Web UI and desktop app…
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| 57316 |
Fledgling
Claim
Provides MCP tools that help AI agents get their bearings in a codebase with un…
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| 57317 |
postgres-mcp
Claim
Enables Claude to interact with a local PostgreSQL database through SQL queries…
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| 57318 |
tenth-man-mcp
Claim
Adversarial review system that spawns three independent contrarian reviewers to…
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| 57319 |
MCP Intigriti Server
Claim
Enables security researchers to interact with Intigriti's bug bounty platform t…
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| 57320 |
dbt MCP Server
Claim
A minimal, extensible MCP server to run dbt models via CLI, HTTP API, or AI int…
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| 57321 |
vcenter-mcp
Claim
Provides tools to list, create, power on/off, and delete VMs on vCenter or ESXi…
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| 57322 |
snowflake-mcp
Claim
Enables AI agents to execute SQL queries and explore Snowflake databases using …
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| 57323 |
Excel MCP Server
Claim
Enables LLMs to work with Excel and CSV files through structured tools for work…
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| 57324 |
Reflex Docs MCP Server
Claim
Enables searching and retrieving Reflex documentation, including full-text sear…
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| 57325 |
Conduit
Claim
Enables AI agents to interact with Figma in real-time through a WebSocket conne…
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| 57326 |
20i MCP Server
Claim
Enables natural language management of 20i web hosting services, including doma…
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| 57327 |
MCP server that exposes a university course catalog to LLMs, enabling course se…
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| 57328 |
JSON2TOON MCP Server
Claim
Advanced Token-Optimized Object Notation MCP server that compresses JSON with u…
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| 57329 |
smithly-aix
Claim
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| 57330 |
mcp-redact
Claim
Local-first CLI and MCP server for redacting sensitive text before sharing logs…
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| 57331 |
ae-mcp
Claim
Enables MCP clients to drive Adobe After Effects via a Python server and CEP pa…
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| 57332 |
Houdini MCP Server
Claim
An MCP server for controlling SideFX Houdini via hrpyc, enabling AI assistants …
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| 57333 |
openclaw-syncralis
Claim
Industry-grade MCP gateway for OpenClaw environments with three core capabiliti…
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| 57334 |
Moon Banking MCP Server
Claim
Provides AI agents with live access to a global directory of consumer and busin…
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| 57335 |
Keenable MCP Server
Claim
An MCP server that enables web search and page content retrieval via the Keenab…
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| 57336 |
AdmitBase Admissions
Claim
Admissions data & match scores for law, medical, dental, MBA, pharmacy, vet, op…
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| 57337 |
gleif-mcp-server
Claim
A Model Context Protocol server that provides access to the GLEIF REST API for …
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| 57338 |
polyg-mcp
Claim
A multi-graph memory MCP server that traces cause-effect chains across semantic…
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| 57339 |
Flux Memory
Claim
Flux Memory is an MCP server that provides a self-organizing weighted graph mem…
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| 57340 |
MCP Email Service
Claim
Enables sending emails (including mass emailing), querying, updating, and cance…
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| 57341 |
Hotels MCP Server
Claim
A Model Context Protocol (MCP) server that allows LLMs to search for hotels and…
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| 57342 |
Nuxt UI MCP Server
Claim
An MCP server that exposes Nuxt UI documentation and resources via a standardiz…
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| 57343 |
converly
Claim
Set up and manage conversion tracking by chatting with your AI assistant.
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| 57344 |
A collection of over 20 specialized MCP servers that enable LLMs to manage cust…
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| 57345 |
eaight
Claim
An AI-native web browser that exposes a full MCP server, letting Claude Code, C…
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| 57346 |
inventpay-mcp
Claim
Manage crypto payments, stores, digital products, and orders via InventPay
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| 57347 |
Enforces client-mandated development workflows with audit trails, state persist…
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| 57348 |
AI-OdooFinder
Claim
Enables LLMs to search Odoo modules in OCA repositories using hybrid search (se…
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| 57349 |
Sentor
Claim
Score sentiment toward specific entities in text. Cluster documents and name to…
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| 57350 |
ChatGPT MCP Server
Claim
Enables ChatGPT to perform filesystem operations, execute PowerShell commands, …
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