MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 3 hours, 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 52451 |
fieldops-mcp
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| 52452 |
Costa Rica Hacienda v4.4: AI agents submit and query electronic invoices, state…
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| 52453 |
ProposalPilot MCP Server
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Generates professional, AI-powered freelance project proposals including execut…
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| 52454 |
Access Reddit posts, YouTube video details, podcast episodes, and Hacker News s…
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| 52455 |
MCP Invoice Generator
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Enables generation of PDF invoices via an MCP server, using Typst for typesetti…
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| 52456 |
mcp-budget-server
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An MCP server for advertising estimate analysis that calculates billing, outsou…
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| 52457 |
hookray-mcp
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Enables AI agents to create disposable webhook URLs, capture incoming HTTP requ…
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| 52458 |
kinetifi-mcp
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Cross-chain MCP server that coordinates operations between Casper and Mantle ne…
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| 52459 |
GStreamer Logs MCP
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Enables agents to efficiently explore and query GStreamer debug logs by loading…
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| 52460 |
viber-mcp
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MCP server for the Viber Bot REST API — drive a Viber bot from Claude Desktop, …
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| 52461 |
SIMcloud
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SIMcloud is a hosted South African MCP server for wallet balance checks, networ…
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| 52462 |
mcp-memori
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With Memori's MCP server, your agent can retrieve relevant memories before answ…
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| 52463 |
powerbi-mcp-local
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Local-first MCP server for Power BI Desktop automation. Automate semantic model…
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| 52464 |
mail-mcp
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An MCP server for email operations supporting IMAP and SMTP protocols, enabling…
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| 52465 |
Georgia payments for AI agents — TBC checkout via TBC Bank. Never holds funds.
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| 52466 |
Legalis MCP Server
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MCP server for Legalis, a Brazilian legal document AI that enables attorneys to…
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| 52467 |
skysql-mcp-test1
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| 52468 |
Atomic Red Team MCP
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Provides access to Atomic Red Team tests, enabling search, validation, and exec…
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| 52469 |
WorkOS MCP Server
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A lightweight MCP server allowing agents to interact with the WorkOS API for st…
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| 52470 |
mcp-openreview
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OpenReview MCP — ML conference submissions and reviews (API v2)
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| 52471 |
pydantic-docs
Claim
A Model Context Protocol (MCP) server providing local-first access to Pydantic …
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| 52472 |
Connect AI to millions of laws and court cases with the Lawstronaut MCP.
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| 52473 |
Enables management of Google Workspace apps (Docs, Sheets, Gmail, Calendar, Dri…
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| 52474 |
google-ads-mcp
Claim
MCP server that provides tools and resources for interacting with Google Ads AP…
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| 52475 |
claude-code-traceparent
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Echo tool MCP server that extracts and logs W3C Trace Context from requests to …
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| 52476 |
Stock market price API for AI agents. Real-time quotes: current price, daily ch…
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| 52477 |
browser-research-mcp
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Browser-based research MCP server that drives a real Chromium browser via patch…
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| 52478 |
SEOforGPT MCP Server
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Enables AI-driven brand visibility monitoring and SEO project management via th…
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| 52479 |
Waterfall lead enrichment — cascades Apollo, Clearbit, and Hunter for max cover…
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| 52480 |
LotAPI
Claim
Deterministic parcel intelligence for US properties. Resolves any street addres…
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| 52481 |
weather-mcp-server
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An MCP server that provides weather data
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| 52482 |
skillsmcp
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Exposes Agent Skills to AI agents as MCP tools, enabling discovery and activati…
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| 52483 |
Keyblind
Claim
Encrypted secrets vault for AI agents — secrets resolved at runtime, never seen…
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| 52484 |
Provide a stateful, session-based calculator server with robust streamable HTTP…
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| 52485 |
ShopSignal
Claim
DTC competitor intelligence: catalog snapshots, price history, cross-brand prod…
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| 52486 |
Japan Data MCP
Claim
30 tools for Japanese data: address, furigana, transit, Diet, holidays, weather…
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| 52487 |
MCP server for retrieving FAQ and glossary from the hotline.finance insurance s…
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| 52488 |
Healthcare OpenData MCP
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Provides SQL-queryable access to Taiwan's healthcare open data (NHI and Ministr…
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| 52489 |
Freshservice MCP Server
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Connects Claude to your Freshservice ITSM instance, enabling management of tick…
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| 52490 |
Snapshot Site
Claim
Capture screenshots, detect visual regressions between page versions, and analy…
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| 52491 |
mcp-memory-graph
Claim
A context-aware memory MCP server for Claude Code and any MCP-compatible AI age…
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| 52492 |
Conexa MCP
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MCP server that connects AI assistants to the Conexa business management system…
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| 52493 |
thrd
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Thrd MCP: agent email tools for events/threads, safe send/reply, usage, trust a…
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| 52494 |
ms_fabric_mcp
Claim
Enables LLMs to query and explore schemas in Microsoft Fabric lakehouses, wareh…
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| 52495 |
clawcast
Claim
AI rap songs about today's headlines in any rapper's style. Free trial + x402 p…
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| 52496 |
mcp-coding
Claim
Experimental MCP server for local LLM orchestration with filesystem tools (read…
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| 52497 |
StatsPlus MCP Server
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Exposes the StatsPlus API as tools for MCP-compatible clients, enabling users t…
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| 52498 |
outlook-mcp
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MCP server that enables Claude to manage Outlook emails, including reading, sen…
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| 52499 |
excel-engine-mcp
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Enables real Excel desktop automation to recalculate formulas, read computed ce…
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| 52500 |
octapi
Claim
A business's WhatsApp front desk as tools: inbox, customers, catalogue, booking…
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