MCP Server Quality Scores
Independent quality analysis of 64210 public MCP servers
Last updated 3 hours, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 60151 |
geo-audit
Claim
Evaluates any website's AI visibility with 15 checks across crawlability, struc…
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| 60152 |
gmail-mcp
Claim
An MCP server that lets Claude read, search, send, label, and manage your Gmail…
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| 60153 |
mcp-merriam-webster
Claim
Enables querying Merriam-Webster's Collegiate Dictionary and thesaurus via natu…
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| 60154 |
mcp-weather-server
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Provides real-time weather, 5-day forecasts, and weather alerts for US states v…
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| 60155 |
gomcp-worker
Claim
Cloudflare Workers 上的 MCP 服务器，通过 CDP 控制 Lightpanda 浏览器，支持导航、搜索、获取 Markdown 和链接提…
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| 60156 |
Targetprocess MCP Server
Claim
Provides tools for interacting with Targetprocess, a project management and agi…
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| 60157 |
MCP server for RapidStart Apps
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| 60158 |
Enables Claude Code CLI or Desktop to interact with Spotify for playlist curati…
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| 60159 |
mcp-markdown-to-docx
Claim
Enables AI agents to convert Markdown into styled Word (.docx) documents, with …
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| 60160 |
pyghidra-mcp
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Exposes Ghidra reverse engineering capabilities via MCP, enabling LLMs and agen…
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| 60161 |
publicsofttools-mcp
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14 utility tools via the PublicSoftTools API: QR code generation, PDF compress/…
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| 60162 |
WP Commander MCP Server
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Controls any WordPress site via natural language, offering tools for site healt…
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| 60163 |
DeepWiki MCP Server
Claim
Enables Claude to explore, analyze, and answer questions about any public GitHu…
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| 60164 |
Hyperliquid vault analytics API for AI agents. Performance data for all Hyperli…
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| 60165 |
Mako Metrics
Claim
Competitor Meta ads intelligence reports. List plans, create orders, Stripe che…
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| 60166 |
lockstep-mcp
Claim
Enables multiple AI agents like Claude and Codex to coordinate on the same proj…
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| 60167 |
mssql-mcp
Claim
An MCP server that enables AI assistants to query and manage Microsoft SQL Serv…
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| 60168 |
calculator-mcp-test
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| 60169 |
Windows TTS MCP Server
Claim
A PowerShell-based MCP server that enables Claude Desktop to convert text to sp…
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| 60170 |
Spotify MCP Server
Claim
Enables control of Spotify playback, track search, and user profile retrieval v…
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| 60171 |
dbx
Claim
Query databases from AI agents using connections configured in DBX.
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| 60172 |
GlassFlow MCP Server
Claim
Model Context Protocol server for managing and diagnosing GlassFlow streaming p…
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| 60173 |
lockfile-guardian
Claim
Audits your package-lock.json for supply-chain attacks before install. Cross-ch…
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| 60174 |
test-mcp2
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| 60175 |
Lunch Money MCP Server
Claim
Enables interacting with the Lunch Money personal finance API through MCP tools…
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| 60176 |
uni-kb
Claim
Enables parsing, indexing, and querying source code as structured knowledge, pr…
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| 60177 |
Consulente Legale
Claim
Local MCP server that provides Italian legal assistance by querying a local cor…
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| 60178 |
Enables interaction with Canvas LMS courses and assignments directly from your …
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| 60179 |
MCP Project Manager
Claim
A comprehensive project management and workflow tracking system that integrates…
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| 60180 |
Enables AI agents to manage Cloudflare DNS records, including listing zones and…
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| 60181 |
Explore and query the Plantops GraphQL API with schema introspection, field dis…
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| 60182 |
MCP server for Sperax DeFi ecosystem that enables AI agents to interact with US…
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| 60183 |
agent-memory
Claim
MCP server for zero-config, traceable long-term memory using SQLite, enabling a…
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| 60184 |
An MCP (Model Context Protocol) server that provides structured access to ISO 3…
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| 60185 |
cloud-engineer-mcp
Claim
Fans out agent requests to AWS, Azure, and GCP MCP servers, using a local sente…
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| 60186 |
dodo-agent-plugin
Claim
Official Dodo Payments MCP servers — `dodopayments-api` for live payments, subs…
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| 60187 |
A data governance agent that audits PostgreSQL databases through controlled MCP…
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| 60188 |
AI search visibility, brand rankings, AI citations, SEO keywords, and trends fr…
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| 60189 |
Cleo Skills MCP turns 45 production-grade product-compliance skills into a nati…
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| 60190 |
Compass
Claim
Ground your LLM in EU financial, crypto and AI regulation, verbatim and cited, …
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| 60191 |
AI agents for bookkeeping, reconciliation, and financial close for SMBs.
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| 60192 |
MagicSlides MCP
Claim
Generate professional PowerPoint presentations from text, YouTube videos, or st…
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| 60193 |
Perpetual futures funding rate API for AI agents. Live funding rates across Bin…
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| 60194 |
DicePDF
Claim
Local-first PDF tools for AI agents: merge, split, extract, render, compress. F…
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| 60195 |
MCP server for the LinkedIn Marketing API — campaigns, analytics, creatives.
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| 60196 |
carvector-mcp
Claim
Vehicle specs, federal recalls, and OBD-II DTC reference for AI agents via MCP.
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| 60197 |
StackSwap
Claim
B2B GTM stack intelligence: search ~400 tools, compare vendors, find overlaps, …
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| 60198 | — | |||||||||
| 60199 |
An MCP server that created for demo
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| 60200 |
Kdenlive MCP
Claim
Provides a headless video editing workflow using portable JSON projects and Kde…
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