MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 3 hours, 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 52301 |
linkedin-mcp-server
Claim
Enables posting content, sharing articles, and managing your LinkedIn profile t…
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| 52302 |
Solana token-launch verification for AI agents — deterministic, replayable, ret…
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| 52303 |
Bibliography Search MCP
Claim
A multi-source academic bibliography search server that retrieves papers from 7…
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| 52304 |
An MCP server and CLI for controlling FarmBot hardware, enabling AI agents to m…
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| 52305 |
Scry MCP Server
Claim
Provide real-time and comprehensive cryptocurrency and DeFi data from multiple …
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| 52306 |
Car Price MCP Server
Claim
Provides Brazilian vehicle price information using FIPE API, enabling users to …
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| 52307 |
fallcorp-mcp
Claim
Exposes foldkit's 7-prime spine, 7 κ-bands, and 6 fold operations as native too…
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| 52308 |
pickanagency
Claim
Search 47,000+ marketing agencies and get AI-matched with fitted agencies, from…
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| 52309 |
fieldops-mcp
Claim
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| 52310 |
Costa Rica Hacienda v4.4: AI agents submit and query electronic invoices, state…
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| 52311 |
ProposalPilot MCP Server
Claim
Generates professional, AI-powered freelance project proposals including execut…
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| 52312 |
Access Reddit posts, YouTube video details, podcast episodes, and Hacker News s…
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| 52313 |
MCP Invoice Generator
Claim
Enables generation of PDF invoices via an MCP server, using Typst for typesetti…
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| 52314 |
mcp-budget-server
Claim
An MCP server for advertising estimate analysis that calculates billing, outsou…
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| 52315 |
hookray-mcp
Claim
Enables AI agents to create disposable webhook URLs, capture incoming HTTP requ…
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| 52316 |
kinetifi-mcp
Claim
Cross-chain MCP server that coordinates operations between Casper and Mantle ne…
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| 52317 |
GStreamer Logs MCP
Claim
Enables agents to efficiently explore and query GStreamer debug logs by loading…
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| 52318 |
viber-mcp
Claim
MCP server for the Viber Bot REST API — drive a Viber bot from Claude Desktop, …
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| 52319 |
SIMcloud
Claim
SIMcloud is a hosted South African MCP server for wallet balance checks, networ…
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| 52320 |
mcp-memori
Claim
With Memori's MCP server, your agent can retrieve relevant memories before answ…
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| 52321 |
powerbi-mcp-local
Claim
Local-first MCP server for Power BI Desktop automation. Automate semantic model…
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| 52322 |
mail-mcp
Claim
An MCP server for email operations supporting IMAP and SMTP protocols, enabling…
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| 52323 |
Georgia payments for AI agents — TBC checkout via TBC Bank. Never holds funds.
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| 52324 |
Legalis MCP Server
Claim
MCP server for Legalis, a Brazilian legal document AI that enables attorneys to…
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| 52325 |
skysql-mcp-test1
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| 52326 |
Atomic Red Team MCP
Claim
Provides access to Atomic Red Team tests, enabling search, validation, and exec…
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| 52327 |
WorkOS MCP Server
Claim
A lightweight MCP server allowing agents to interact with the WorkOS API for st…
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| 52328 |
mcp-openreview
Claim
OpenReview MCP — ML conference submissions and reviews (API v2)
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| 52329 |
pydantic-docs
Claim
A Model Context Protocol (MCP) server providing local-first access to Pydantic …
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| 52330 |
Connect AI to millions of laws and court cases with the Lawstronaut MCP.
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| 52331 |
Enables management of Google Workspace apps (Docs, Sheets, Gmail, Calendar, Dri…
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| 52332 |
google-ads-mcp
Claim
MCP server that provides tools and resources for interacting with Google Ads AP…
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| 52333 |
claude-code-traceparent
Claim
Echo tool MCP server that extracts and logs W3C Trace Context from requests to …
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| 52334 |
Stock market price API for AI agents. Real-time quotes: current price, daily ch…
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| 52335 |
browser-research-mcp
Claim
Browser-based research MCP server that drives a real Chromium browser via patch…
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| 52336 |
SEOforGPT MCP Server
Claim
Enables AI-driven brand visibility monitoring and SEO project management via th…
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| 52337 |
Waterfall lead enrichment — cascades Apollo, Clearbit, and Hunter for max cover…
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| 52338 |
LotAPI
Claim
Deterministic parcel intelligence for US properties. Resolves any street addres…
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| 52339 |
weather-mcp-server
Claim
An MCP server that provides weather data
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| 52340 |
skillsmcp
Claim
Exposes Agent Skills to AI agents as MCP tools, enabling discovery and activati…
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| 52341 |
Keyblind
Claim
Encrypted secrets vault for AI agents — secrets resolved at runtime, never seen…
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| 52342 |
Provide a stateful, session-based calculator server with robust streamable HTTP…
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| 52343 |
ShopSignal
Claim
DTC competitor intelligence: catalog snapshots, price history, cross-brand prod…
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| 52344 |
Japan Data MCP
Claim
30 tools for Japanese data: address, furigana, transit, Diet, holidays, weather…
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| 52345 |
MCP server for retrieving FAQ and glossary from the hotline.finance insurance s…
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| 52346 |
Healthcare OpenData MCP
Claim
Provides SQL-queryable access to Taiwan's healthcare open data (NHI and Ministr…
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| 52347 |
Freshservice MCP Server
Claim
Connects Claude to your Freshservice ITSM instance, enabling management of tick…
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| 52348 |
Snapshot Site
Claim
Capture screenshots, detect visual regressions between page versions, and analy…
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| 52349 |
mcp-memory-graph
Claim
A context-aware memory MCP server for Claude Code and any MCP-compatible AI age…
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| 52350 |
Conexa MCP
Claim
MCP server that connects AI assistants to the Conexa business management system…
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