MCP Server Quality Scores
Independent quality analysis of 69182 public MCP servers
Last updated 2 hours, 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 52251 |
MCP Server Creator
Claim
Enables dynamic creation and code generation of MCP servers using FastMCP, with…
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| 52252 |
Reverie
Claim
CLI + MCP server that bootstraps persistent project context for any AI agent, s…
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| 52253 |
sg-weather-mcp
Claim
Wraps NEA's 2-hour weather forecast API to provide rain alerts for central Sing…
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| 52254 |
MCP Data Gateway
Claim
A unified data gateway MCP server that enables Claude to interact with multiple…
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| 52255 |
viam-community-mcp
Claim
An unofficial MCP server for inspecting and diagnosing Viam robotics fleets. It…
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| 52256 |
MCP server for interacting with Yandex Cloud AI Studio, enabling chat, text gen…
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| 52257 |
Open Helplines
Claim
CC0 open-data registry of community support helplines worldwide. TypeScript MCP…
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| 52258 |
Perception RE MCP Server
Claim
Bridges Claude Code to Perception.cx reverse engineering tools via AngelScript …
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| 52259 |
CheckSlip MCP
Claim
A remote MCP server for verifying Thai bank transfer slips using slip images, Q…
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| 52260 |
zxkol
Claim
ZXKOL transforms tasks like "finding Douyin beauty influencers with 100k–500k f…
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| 52261 |
Keephub MCP Server
Claim
Enables LLMs to interact with the Keephub REST API for managing content, tasks,…
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| 52262 |
appstore-connect-mcp
Claim
Enables management of App Store Connect operations such as listing apps, managi…
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| 52263 |
Azure FinOps MCP Server
Claim
Analyzes Azure cloud costs, audits for waste, and provides budget insights via …
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| 52264 |
hive-mcp-spire
Claim
Provides tools to sign and verify post-quantum attestations of AI agent actions…
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| 52265 |
pptx-mcp-server
Claim
A Model Context Protocol (MCP) server that lets any AI model create standardise…
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| 52266 |
Salesforce SOQL
Claim
Run SOQL queries against your Salesforce org to explore and retrieve data. Quic…
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| 52267 |
SEO Optimizer MCP Server
Claim
Enables Claude to perform multi-agent SEO analysis with specialist prompts and …
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| 52268 |
git-issuer-mcp
Claim
Enables AI agents to create GitHub issues on explicitly allow-listed repositori…
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| 52269 |
mcp-meilisearch
Claim
mcp-meilisearch
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| 52270 |
A minimal, production-ready MCP server boilerplate for building AI-powered back…
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| 52271 |
MCP Server
Claim
A modular MCP server providing file operations, web search, URL scraping, and s…
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| 52272 |
MCP Search & Fetch
Claim
Provides web search and page fetching capabilities using Ollama's API.
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| 52273 |
mcp-code-sanitizer
Claim
Strict AI code reviewer powered by Groq. Finds bugs, vulnerabilities and SQL in…
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| 52274 |
Supervised Meta Ads operating system for Claude Code with 57 campaign managemen…
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| 52275 |
SGraph MCP Server
Claim
Gives AI agents instant access to software architecture, dependencies, and impa…
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| 52276 |
jira_just_ai
Claim
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| 52277 |
france-travail-mcp
Claim
Serveur MCP des API officielles France Travail : offres d'emploi, ROME 4.0 et R…
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| 52278 |
SolidWorks MCP
Claim
Connects to SolidWorks 2022 over COM to run, test, and auto-fix VBA macros, ret…
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| 52279 |
HiveMind
Claim
Enables AI agents to contribute and search a shared knowledge commons, so that …
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| 52280 |
The Cirra AI MCP server provides comprehensive Salesforce administration and da…
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| 52281 |
ai-netcafe
Claim
Compare LLM cost & latency on one prompt, translate PDF keeping layout, cited r…
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| 52282 |
MCP server for NodeBB forums that enables AI assistants to access forum data, s…
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| 52283 |
Ask Your Audience
Claim
Test ideas, messages and ads with Human Digital Twins built from real people, i…
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| 52284 |
AI Search (AutoRAG) management. List and search documents across your AI Search…
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| 52285 |
re-rizin
Claim
MCP server exposing the rizin CLI for static binary analysis of executables.
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| 52286 |
lore
Claim
Enables AI agents to query project memory by linking code changes to the conver…
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| 52287 |
A multi-agent MCP server for comprehensive stock research and analysis using na…
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| 52288 |
0g-mcp-server
Claim
An MCP server enabling AI agents to interact with the 0G blockchain, including …
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| 52289 |
UniFi Network MCP Server
Claim
Turns your UniFi Network Controller into programmable tools for querying and mo…
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| 52290 |
Laboratorio MCP Gateway
Claim
Connects multiple microservices (ventas and pedidos) through a central MCP gate…
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| 52291 |
ftrack MCP server
Claim
Provides broad, typed access to the ftrack Studio production-tracking API for L…
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| 52292 |
tubescribe-mcp
Claim
MCP server for fetching YouTube video transcripts without an API key.
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| 52293 |
Swarmtrade
Claim
a2a escrow and trading
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| 52294 |
vistoya
Claim
The Vistoya MCP server gives AI agents direct access to a curated, multi-brand …
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| 52295 |
MCP Atlassian
Claim
Model Context Protocol (MCP) server for Atlassian products (Confluence and Jira…
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| 52296 |
hass-mcp
Claim
Enables controlling and querying Home Assistant devices and services via natura…
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| 52297 |
Enables automatic generation of explicit boilerplate methods (getter/setter/equ…
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| 52298 |
Streams real-time log context from Amazon MSK to a Bedrock AI agent for anomaly…
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| 52299 |
A hardened MCP server that enforces authentication via Easy Auth and OAuth, man…
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| 52300 |
blender-mcp
Claim
Enables LLMs to control Blender for 3D scene creation, object manipulation, mat…
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