MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 55 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 32551 |
Helps users decide what to eat by randomly selecting meals from a database of 1…
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| 32552 |
mcp-server-splunk
Claim
Enables AI assistants to search, manage, and analyze data in Splunk instances t…
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| 32553 |
ynab-mcp
Claim
A Model Context Protocol server that enables Claude to interact with YNAB budge…
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| 32554 |
FibX
Claim
Swap, transfer, track a portfolio and use Aave V3 on Base, Citrea, HyperEVM and…
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| 32555 |
jgs-magic-sysmlv1-mcp
Claim
MCP bridge to live SysML v1 models in CATIA Magic / Cameo Systems Modeler (No M…
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| 32556 |
Draw.io
Claim
Generates and displays interactive diagrams to visualize complex systems and wo…
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| 32557 |
mcp-ssh
Claim
Enables AI assistants to run commands on remote SSH-accessible devices via pers…
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| 32558 |
kr-elections-mcp
Claim
MCP server for South Korean election research, providing tools to search candid…
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| 32559 |
mcp-server
Claim
An example MCP server with StreamableHTTPServerTransport, providing calculator …
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| 32560 |
trip-search-mcp
Claim
Enables Claude to plan trips by performing live searches against Google Flights…
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| 32561 |
MCP E-Commerce Agent
Claim
A proof of concept MCP server that gives AI agents business context for e-comme…
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| 32562 |
rawthink
Claim
Persistent memory for Claude Code — hybrid search, knowledge graph, session lif…
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| 32563 |
fred-mcp
Claim
Enables querying and retrieving Federal Reserve Economic Data (FRED) including …
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| 32564 |
Wazuh SIEM Agent System
Claim
A Claude-powered MCP tool suite for interacting with a Wazuh SIEM manager, enab…
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| 32565 |
copilot
Claim
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| 32566 |
levelfour-mcp
Claim
Cloud cost visibility and savings recommendations grounded in your actual AWS, …
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| 32567 |
plausible-mcp
Claim
MCP server for Plausible Analytics that enables querying traffic, conversions, …
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| 32568 |
razorpay-recon-mcp
Claim
MCP server for daily payment reconciliation between Razorpay and Odoo, with Wha…
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| 32569 |
Scout MCP Server
Claim
Provides coding agents with live web capabilities including web search, scrapin…
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| 32570 |
Arc Browser MCP
Claim
Enables inspection and control of Arc Browser spaces and tabs on macOS, includi…
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| 32571 |
An MCP server implementation that integrates with Backlog API, enabling project…
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| 32572 |
github-repo-summarizer
Claim
An MCP server that turns any public GitHub repository into a PDF report contain…
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| 32573 |
Multi-engine container and system vulnerability scanning for AI agents. Wraps T…
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| 32574 |
OpenAI MCP Server
Claim
Provides comprehensive access to OpenAI's API capabilities including chat compl…
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| 32575 |
iwork-mcp
Claim
An MCP server that provides 113 tools for automating Apple iWork apps (Numbers,…
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| 32576 |
MCP NEAR Wallet Server
Claim
Enables Claude Desktop and MCP clients to interact with NEAR blockchain account…
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| 32577 | — | |||||||||
| 32578 |
redis-mcp-server
Claim
Enables AI to safely view and operate Redis databases with read-only mode by de…
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| 32579 |
meridian
Claim
Persistent memory, task coordination, and HITL queue for AI coding sessions.
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| 32580 |
Raven
Claim
Design intelligence for coding agents: audits, design systems, and a taste prof…
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| 32581 |
yureong
Claim
Verifies Korean legal citations (case numbers, statutes) against the official g…
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| 32582 |
iOS App Store revenue & download estimates with confidence labels
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| 32583 |
myclaw-toolkit
Claim
23-in-1 developer utility toolkit — search, exchange rates, crypto, QR codes, a…
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| 32584 |
Chrome Browser Control
Claim
Enables controlling a local Chrome browser via MCP tools, using a Chrome extens…
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| 32585 |
Currency conversion API for AI agents. Convert between fiat currencies (ECB rat…
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| 32586 |
amazon-ads-mcp
Claim
Enables natural language querying of Amazon Advertising data including Sponsore…
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| 32587 |
Construction estimating MCP: 48 tools — materials, labor, cost, structural, MEP…
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| 32588 |
kond-royalties-agent
Claim
MCP server for querying artist royalty performance in Brazilian Portuguese, usi…
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| 32589 |
salonrunner-mcp
Claim
Enables AI assistants to find, book, and cancel salon appointments via SalonRun…
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| 32590 |
RollingGo-Hotel-MCP
Claim
RollingGo MCP is a high-performance hotel search and recommendation service bui…
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| 32591 |
Kraken Pro MCP
Claim
Enables natural language trading and market data queries on Kraken Pro via Gemi…
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| 32592 |
YouTube Server
Claim
Interact with YouTube to search videos, get details, and manage transcripts.
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| 32593 |
pokemon-mcp-server
Claim
Enables fetching detailed Pokémon data from PokéAPI, including Pokémon info, ty…
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| 32594 |
OpenDART MCP Server
Claim
Enables querying South Korean stock disclosures, financial statements, and shar…
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| 32595 |
goevento-new
Claim
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| 32596 |
Git-Fabric Gateway
Claim
A central tool aggregator that routes and orchestrates multiple fabric apps thr…
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| 32597 |
Gmail integration with OAuth authentication, message search, batch operations, …
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| 32598 |
healthclaw-guardrails
Claim
Guardrailed FHIR access for AI agents: PHI redaction, audit trail, step-up auth…
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| 32599 |
flight-logger-mcp
Claim
flight-logger-mcp MCP server by MEOK AI Labs
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| 32600 |
NS Travel MCP Server
Claim
Provides real-time Dutch Railways (NS) data for journey planning, live departur…
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