MCP Server Quality Scores
Independent quality analysis of 69343 public MCP servers
Last updated 1 hour, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41651 |
Aviationstack
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Aviationstack MCP — global flight + airport + airline data
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| 41652 |
ElevenLabs
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MCP server that brings ElevenLabs to Claude Code — text-to-speech, sound effect…
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| 41653 |
A universal MCP server that runs creative sub-agents (chapter writer, auditor, …
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| 41654 |
org-mcp
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A Python-based MCP server that provides access to local Org mode files, enablin…
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| 41655 |
nimble-js-mcp
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Enables AI assistants to interact with the Nimble REST API, allowing them to ex…
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| 41656 |
spring-nacos-mcp
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A project-aware, read-only Nacos MCP server for Spring Cloud repositories.
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| 41657 |
ecommerce-catalog-agent
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Enables conversational product search and validation for e-commerce catalogs, w…
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| 41658 |
Project Telos
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Local-first MCP tools for AI-assisted work receipts, workspace maps, routing le…
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| 41659 |
Enables sending messages, managing templates, uploading media, and configuring …
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| 41660 |
Ariel
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Ariel is an MCP server that exposes AT Protocol (Bluesky) operations as tools, …
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| 41661 |
Discover and compare L402 + x402 paid API services from satring.com
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| 41662 |
A Model Context Protocol (MCP) server exposing the FDA Purple Book — the databa…
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| 41663 |
Datadog MCP Server
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A comprehensive read-only MCP server for Datadog, providing 117 tools to query …
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| 41664 |
dodo-agent-plugin
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Official Dodo Payments MCP servers — `dodopayments-api` for live payments, subs…
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| 41665 |
data-filter-mcp
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Local MCP server that registers restricted Python filters and runs them against…
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| 41666 |
google-maps-transit
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A Model Context Protocol (MCP) server for Google Maps — routing, place discover…
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| 41667 |
Finds and verifies work emails on your own provider keys, with real per-provide…
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| 41668 |
claude-ai-mcp-demo
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MCP server that enables Claude to dynamically rebrand and restock a themeable m…
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| 41669 |
opencode-jira-mcp
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MCP server that connects opencode with Jira Cloud, exposing issue tracking, pro…
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| 41670 |
getdebug MCP
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Lets MCP-compatible AI clients read your getdebug projects, findings, and propo…
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| 41671 |
korean-stat-mcp
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Enables MCP clients like Claude Desktop to search, retrieve, and analyze Korean…
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| 41672 |
An MCP server that provides persistent memory and context management across ses…
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| 41673 |
Aki
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Aki is a local stdio MCP server that gives AI coding assistants durable project…
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| 41674 |
mcp-Docuplete
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Docuplete automates document completion for businesses — PDF templates, client …
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| 41675 |
Loadingplay MCP
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MCP server for Loadingplay that exposes its tools via Streamable HTTP, supporti…
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| 41676 |
font-metadata
Claim
Cloudflare Workers MCP server: font-metadata
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| 41677 |
Power BI PBIR MCP
Claim
Local MCP server for editing Power BI Project reports saved in PBIR format.
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| 41678 |
MCP server for Tangled git platform. Manage repositories, branches, and issues …
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| 41679 |
SEI MCP Server
Claim
Bridges AI agents to the Brazilian SEI system, enabling listing processes, read…
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| 41680 |
agentiam-mcp
Claim
Stdio MCP wrapper for AgentIAM's 18 x402 endpoints — agent safety + intelligenc…
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| 41681 |
RPG Maker MZ MCP Server
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Enables creating RPG Maker MZ games using natural language through AI assistanc…
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| 41682 |
Postgres MCP Pro
Claim
A Postgres MCP server with index tuning, explain plans, health checks, and safe…
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| 41683 |
RxNav MCP Server
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Enables drug terminology standardization and name normalization via RxNav API, …
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| 41684 |
rnv-color-mcp
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A complete color workflow over MCP: mix, convert, harmonize, measure, and remem…
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| 41685 |
datafood-mcp
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DataFood: 16 data sources (crypto/DeFi/security/news/finance) via one MCP. Bund…
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| 41686 |
strava-claude
Claim
Exposes a single tool for Claude to fetch recent Strava activities, including d…
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| 41687 |
vap-showcase
Claim
AI media generation (Flux, Veo, Suno) with cost control. Pre-commit pricing, bu…
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| 41688 |
TopYappers
Claim
# TopYappers
Social media intelligence for AI agents. Access viral content dis…
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| 41689 |
TokenSaver
Claim
Token-efficient C#, Razor, and .NET file views for AI assistants. 50-95% token …
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| 41690 |
Work Note MCP Server
Claim
Enables automatic creation and management of weekly work reports in Korean thro…
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| 41691 |
An MCP server that enforces explicit task ownership acceptance and requires a p…
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| 41692 |
A Model Context Protocol server that enables Claude and other AI assistants to …
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| 41693 |
rabbithole
Claim
Rabbithole provides an infinite canvas for learning by allowing users to open d…
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| 41694 |
mcp-server
Claim
stories.yaml — an open specification for software requirements, enforced by CI.
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| 41695 |
Provides access to hotel room occupancy rate data in Hong Kong through a FastMC…
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| 41696 |
Autopilots by Dania.ai
Claim
Social media automation with AI. Publish, schedule, manage campaigns, DMs, anal…
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| 41697 |
CL Razorpay MCP Server
Claim
Integrates with Razorpay's payment infrastructure to manage orders, process pay…
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| 41698 |
Agent Relay MCP
Claim
MCP client for AgentRelay, enabling local Codex agents to communicate with an A…
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| 41699 |
OpenMayhem
Claim
Use OpenMayhem text, embedding and media models with explicit cost controls.
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| 41700 |
MCP server for FireCrawl web scraping integration
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