MCP Server Quality Scores
Independent quality analysis of 64728 public MCP servers
Last updated 4 hours, 50 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39251 |
Talordata MCP Server
Claim
Search Google and major search engines through Talordata SERP API for AI agents…
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| 39252 |
Enables asynchronous task execution and scheduling using RabbitMQ, Celery, and …
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| 39253 |
XMTP MCP Server
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Enables AI agents to interact with the XMTP decentralized messaging network. Su…
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| 39254 |
Arxiv
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arXiv MCP — preprint server search (free, no auth)
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| 39255 |
MCP server that exposes high-level tooling for Cisco Secure Firewall Management…
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| 39256 |
Museum MCP Server
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Enables AI agents to search and explore over 570,000 artworks from the Metropol…
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| 39257 |
Daiso MCP Server
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Connects AI models to real-time search and inventory data for major South Korea…
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| 39258 |
ddg-search-mcp
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DuckDuckGo Search MCP Server. Scrapes DuckDuckGo Lite directly — no API key req…
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| 39259 |
MemoTrader MCP Server
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AI-to-human attention marketplace. Agents pay CPM to reach humans, earn credits…
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| 39260 |
Soul
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Gives AI agents persistent memory, handoffs, and shared context across sessions…
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| 39261 |
mcp-mempool-space
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MCP server for Bitcoin block explorer and mempool/fee statistics, providing too…
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| 39262 |
pg-mcp
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A Model Context Protocol server for PostgreSQL that enables database operations…
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| 39263 |
tactus
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Content-agnostic control layer for intimate hardware; forwards Buttplug/Intifac…
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| 39264 |
AIM MCP Server
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Serves project memory, tasks, docs, and conventions live over the Model Context…
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| 39265 |
linkedin-mcp
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Automates LinkedIn recruiting tasks such as login, search with filters, paginat…
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| 39266 |
ai-visibility-mcp
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Audit how AI sees your website. Per-bot robots.txt verdicts for 22 known AI use…
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| 39267 |
agentic-ops
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Orchestration & technical-consulting MCP for end-to-end Salesforce, ServiceNow …
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| 39268 |
cbl-mcp-server
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A COBOL-based MCP server that provides 7.5% sales tax calculations, demonstrati…
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| 39269 |
agami-core
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A governed MCP server that enforces a trust layer between AI agents and databas…
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| 39270 |
mcp-signal
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Local Signal MCP server: read via Signal Desktop, send via signal-cli
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| 39271 |
CRMy
Claim
Provides AI agents with operational customer context, including typed revenue o…
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| 39272 |
minimax
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| 39273 |
Cloud Custodian MCP
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Generates, validates, and manages Cloud Custodian policies across AWS, GCP, and…
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| 39274 |
mcp-ohmy-sql
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An MCP server that bridges AI assistants with SQL databases, enabling natural l…
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| 39275 |
vikunja-mcp
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Enables AI assistants to interact with Vikunja task management instances, provi…
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| 39276 |
vercel-mcp-server
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Provides a Model Context Protocol server to integrate Vercel API for managing p…
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| 39277 |
mcp-arcgis-kamloops
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Search and query City of Kamloops GIS open geospatial datasets (parcels, zoning…
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| 39278 |
mcp-trove
Claim
Enables searching and retrieving details from the Trove digital archive (Nation…
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| 39279 |
Holiday Forever
Claim
Interactive photo gallery widget for a single Airbnb listing with price, rating…
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| 39280 |
x-twitter-posting-mcp
Claim
A Model Context Protocol server that allows AI agents to post tweets and thread…
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| 39281 |
Enables AI-powered procurement policy compliance, document generation, supplier…
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| 39282 |
Claude Code History MCP
Claim
Search and reference your Claude Code conversation history directly from Claude…
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| 39283 |
MCP server for connecting Claude Desktop to a local medical knowledge base with…
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| 39284 |
sop-mcp
Claim
Enables AI agents to execute multi-step Standard Operating Procedures step by s…
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| 39285 |
Secure, read-only access to Amazon Redshift with schema introspection and smart…
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| 39286 |
ssh-shell-mcp
Claim
AI-native SSH orchestration server enabling Claude or any MCP agent to execute …
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| 39287 |
simulatte
Claim
Run synthetic research studies from any MCP client. 25+ SKUs + cross-study insi…
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| 39288 |
mem9-guard-mcp
Claim
An MCP server that provides a guarded interface to the mem9 persistent memory b…
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| 39289 |
build_club_mcp
Claim
MCP server with example tools for arithmetic and greeting, designed for deploym…
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| 39290 |
SpinQit MCP Tools
Claim
SpinQit MCP Tools is a Python MCP server that connects AI assistants to SpinQ C…
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| 39291 |
Pressable MCP Server
Claim
Provides a comprehensive suite of 56 tools for the management and automation of…
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| 39292 |
Operator-as-agent MCP hub. 6 tools. First $5 free, then $0.001/call.
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| 39293 |
convex-rag-search
Claim
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| 39294 |
AssetOpsBench
Claim
AssetOpsBench - Industry 4.0: A unified benchmark and framework for building, o…
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| 39295 |
roundtable-mcp
Claim
Enables Claude to orchestrate multi-model AI roundtable discussions between GPT…
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| 39296 |
LATAM Compliance MCP
Claim
MCP server for AI agents selling into Latin America. 7 tools: country briefs (M…
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| 39297 |
LuzzyTool
Claim
A local smart tool collection based on MCP that enables AI assistants to perfor…
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| 39298 |
edge-ai-MCP
Claim
Enables ArduPilot drone control through MAVSDK plugins, supporting mission uplo…
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| 39299 |
Amplitude MCP Server
Claim
Enables AI assistants to integrate Amplitude analytics for tracking events, pag…
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| 39300 |
notion_summary_server
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MCP server that automatically saves summaries of AI papers or stock articles to…
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