MCP Server Quality Scores
Independent quality analysis of 69236 public MCP servers
Last updated 2 hours, 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46901 |
Deterministic finance & safety APIs for AI agents: DCF, IRR, Greeks, risk. Free…
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| 46902 |
Tripwire
Claim
A local MCP server that auto-injects relevant context into file reads when an a…
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| 46903 |
gograph
Claim
An AST-aware structural repository graph engine and MCP server designed for AI …
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| 46904 |
Hands
Claim
A macOS computer-use MCP server that grants AI agents mouse, keyboard, and scre…
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| 46905 |
sqlite-mcp
Claim
Read-only SQLite access for AI agents in a single ~1 MB static binary. Query to…
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| 46906 |
stormscope
Claim
Provides real-time US weather data for AI assistants via MCP, including current…
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| 46907 |
Effortlessly search the Web and get access to high-quality results powered with…
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| 46908 |
polymarket-research
Claim
Read-only MCP server for investigating Polymarket wallets, markets, and cross-w…
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| 46909 |
x402-commodity-mcp
Claim
An MCP server providing global soft-commodity data (cocoa, coffee, sugar, cotto…
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| 46910 |
Ravenna MCP Server
Claim
Allows LLMs to create, update, and retrieve tickets directly from the Ravenna h…
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| 46911 |
Notion DB MCP Helper
Claim
Provides tools for querying and updating Notion database rows by exact property…
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| 46912 |
echolon
Claim
LLM-agent-native backtest framework for SHFE daily futures research. 23 MCP too…
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| 46913 |
parallelix-mcp
Claim
MCP server for the ParalleliX Compute API that lets you offload parallel infere…
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| 46914 |
PostEx MCP Server
Claim
Provides tools to interact with the PostEx Merchant API for order creation, tra…
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| 46915 |
pve-mcp
Claim
MCP server for managing Proxmox VE resources, VM/CT lifecycle, snapshots, backu…
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| 46916 |
Zoho Books MCP Server
Claim
Enables AI assistants to manage Zoho Books accounting tasks such as invoices, c…
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| 46917 |
MCP-JIRA-Python Server
Claim
A Python-based server allowing seamless integration with JIRA for managing and …
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| 46918 |
qtcl-mcp-server
Claim
Agent-native post-quantum blockchain. 11 tools: send, balance, quantum oracle m…
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| 46919 |
mcp-local-files
Claim
Enables ChatGPT/Codex to read, search, and edit files in a single allowed folde…
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| 46920 |
pulsenetwork
Claim
914 paid market-data & token-safety endpoints — keyless x402 USDC: Base, Solana…
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| 46921 |
flashcard-ai-mcp
Claim
flashcard-ai-mcp MCP server by MEOK AI Labs
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| 46922 |
CloudPepper
Claim
Manage CloudPepper servers, Odoo instances, backups, and deployments over MCP.
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| 46923 |
Local-first MCP-style code memory for research repositories: enables file searc…
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| 46924 |
Lens MCP
Claim
Provides browser-grade web access by rendering pages to markdown, taking screen…
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| 46925 |
resolve-mcp
Claim
Enables AI-driven DaVinci Resolve 21 automation with 88 tools for project manag…
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| 46926 |
Intentions MCP Server
Claim
Personalized timing intelligence for AI agents — ask 'should I do X on this dat…
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| 46927 |
Polaroid
Claim
Visual memory for computer-use agents — stores UI screenshots as semantic scene…
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| 46928 |
Provides a document database with search, retrieval, and creation tools, and a …
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| 46929 |
Weather MCP Server
Claim
Provides current weather conditions and forecasts for any location using the Op…
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| 46930 |
kobox
Claim
Enables controlling a Teenage Engineering EP-133 K.O. II via natural language, …
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| 46931 |
servo-mcp
Claim
Enables AI agents to see and control your desktop with tools for screenshots, c…
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| 46932 |
image-recognition-mcp
Claim
Gives vision-less LLMs the ability to recognize clipboard screenshots and image…
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| 46933 |
Enables Claude Code to interact with Google Workspace services (Drive, Docs, Sh…
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| 46934 |
Provides Xcode build, test, and package management operations through the Model…
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| 46935 |
MCP server that exposes a price calculation tool (calculatePrice) for computing…
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| 46936 |
Enables AI agents to draft evidence-grounded cold-email openers, A/B variants, …
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| 46937 |
heu-mcp
Claim
HEU Legal e-signature MCP: manage HEU documents and PDFs, prompt signers, downl…
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| 46938 |
moo2-mcp
Claim
Enables AI to observe and control the DOS game Master of Orion 2 by reading emu…
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| 46939 |
svmmon-mcp
Claim
Generate TikTok slideshows from Claude (and any MCP client) using your Svmmon a…
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| 46940 |
Jupyter MCP Server
Claim
An MCP server that enables AI to connect and manage Jupyter Notebooks in real-t…
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| 46941 |
classifinder-mcp
Claim
Scans text for leaked secrets and credentials, and redacts them before sending …
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| 46942 |
Destiny MCP
Claim
Manage your Destiny 2 inventory, weapons, and loadouts through AI. Integrates w…
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| 46943 |
IEEE 802.11 MCP Server
Claim
Semantic search and structured queries over IEEE 802.11 specifications, enablin…
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| 46944 |
blizzard-wow-mcp
Claim
Auction house analytics, market intelligence, crafting optimization, inventory …
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| 46945 |
Connxio MCP Server
Claim
Provides tools for managing Connxio integrations, code components, environment …
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| 46946 |
MCP Conductor
Claim
Orchestrates multiple MCP servers through a Deno sandbox, reducing token usage …
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| 46947 |
bc-source-mcp
Claim
Exposes structured Microsoft Dynamics 365 Business Central source code (version…
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| 46948 |
thedailyworkflow-mcp
Claim
Bridges AI assistants with the largest curated AI directory, enabling search fo…
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| 46949 |
mcp-truth-check
Claim
truth is a deterministic fact-checker for the claims an AI coding agent makes a…
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| 46950 |
Enables read-only interaction with App Store Connect via MCP tools, including l…
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