MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 1 hour, 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 34301 |
ModelRisk MCP
Claim
Enables Monte Carlo risk modeling in Excel via conversation, including model bu…
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| 34302 |
See Click Fix MCP Server
Claim
Provides access to Civic Plus - See Click Fix, allowing you to interact with y…
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| 34303 |
expo-docs
Claim
Enables fast, offline search and retrieval of Expo documentation from local .md…
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| 34304 |
easy-equities-mcp
Claim
An MCP server that enables querying Easy Equities and Satrix investment account…
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| 34305 |
PICO MCP Extensions
Claim
Exposes PICO XR building blocks as MCP tools, enabling AI agents to programmati…
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| 34306 |
Word Live MCP Server
Claim
A Windows MCP server that attaches to a running Microsoft Word instance via COM…
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| 34307 |
UCP MCP Storefront
Claim
A UCP-compliant MCP storefront server that exposes product catalog operations (…
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| 34308 |
Persistent AI memory using orbital mechanics. 100% local, zero API keys, MCP-na…
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| 34309 |
MCP server for Australian address search and validation powered by Addressr.
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| 34310 |
deal-intel-mcp
Claim
A self-owned deal memory layer that turns meeting notes, emails, and calls into…
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| 34311 |
govtoolspro-mcp-server
Claim
Workflow tools for US federal contractors — go/no-go bid scoring, incumbent int…
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| 34312 |
guhhan4678
Claim
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| 34313 |
USAspending MCP Server
Claim
Read-only MCP server for exploring US federal spending data via the USAspending…
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| 34314 |
Enables monitoring and management of Apache Cassandra and DataStax Enterprise c…
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| 34315 |
remote-mcp-oauth-github
Claim
Enables Claude to authenticate with GitHub OAuth and access tools for user info…
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| 34316 |
Facebook MCP Server
Claim
A Model Context Protocol (MCP) server implementation that provides Facebook Pag…
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| 34317 |
elevenlabs-mcp
Claim
A full-featured MCP server for the ElevenLabs API that brings text-to-speech, s…
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| 34318 |
Excel MCP Server
Claim
Enables LLMs to work with Excel and CSV files through structured tools for work…
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| 34319 |
Organizer MCP Server
Claim
Enables Claude to intelligently organize files by scanning folders, detecting d…
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| 34320 |
AIConductor
Claim
Orchestrates multi-stakeholder feature refinement and development execution wor…
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| 34321 |
Provides persistent, Markdown-based memory for Kimi Code CLI, enabling cross-se…
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| 34322 |
gridfinity-mcp
Claim
Turns natural-language requests into printable Gridfinity STL/STEP files for bi…
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| 34323 |
Multi-workspace Linear MCP — PAT auth, 57 tools + 3 prompts, substrate enforcem…
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| 34324 |
ai-scanner-mcp
Claim
MCP server for ai-scanner that enables AI agents to scan codebases for LLM usag…
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| 34325 |
national-parks-test
Claim
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| 34326 |
issue-fix-mcp
Claim
A Model Context Protocol server that enables coding agents to search for and re…
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| 34327 |
thudong-mcp-claude
Claim
MCP server for querying survey feedback and statistics regarding the 'Thudong' …
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| 34328 |
KOL, smart money & whale wallets API on Solana, BNB, Base, ETH: Wallet tracker,…
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| 34329 |
Drive Android & iOS mobile-app automation from your AI agent on locally connect…
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| 34330 |
marketlens-llm-mcp
Claim
Enables product enrichment with sentiment analysis, category mapping, and attri…
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| 34331 |
budget-aware-mcp
Claim
Model-agnostic code memory MCP server using budget-aware graph retrieval for AI…
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| 34332 |
Text Counter MCP Server
Claim
Provides a tool to calculate basic text metrics including character count, char…
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| 34333 |
Prosp MCP Server
Claim
MCP server for Prosp.ai LinkedIn outreach automation. Manage leads, campaigns, …
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| 34334 |
Hevy Fitness MCP Server
Claim
A Model Context Protocol (MCP) server that provides AI assistants with access t…
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| 34335 |
md_converter_mcp
Claim
Converts Markdown files to print-ready PDF and Word DOCX with professional styl…
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| 34336 |
mcp-travelcode
Claim
Enables AI assistants to search flights and hotels, manage bookings, check flig…
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| 34337 |
base-token-factory
Claim
Enables deploying ERC-20 tokens on Base mainnet via the SimpleTokenFactory cont…
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| 34338 |
geometra
Claim
Enables AI agents to interact with UIs via semantic geometry, filling forms and…
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| 34339 |
A basic example MCP server demonstrating serverless deployment using Netlify Fu…
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| 34340 |
myproject
Claim
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| 34341 |
Unofficial MCP server for the public PortlandMaps property/permit/zoning API. N…
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| 34342 |
py.chroma.mcp
Claim
A simple Model Context Protocol (MCP) server with ChromaDB integration, allowin…
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| 34343 |
coserial
Claim
Enables humans and AI agents to collaboratively control serial ports via MCP to…
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| 34344 |
Media Creator MCP Server
Claim
Provides tools to generate images using Amazon Nova Canvas and videos using Ama…
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| 34345 |
cabin-flights
Claim
Search and book real flights with USDC on Base. 500+ airlines, crypto-native pa…
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| 34346 |
Cerebras Code MCP Server
Claim
This MCP server is designed for planning with Claude Code, Cline, or Cursor and…
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| 34347 |
MCP-Server
Claim
Enables querying a structured CV and sending test emails via Ethereal through a…
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| 34348 |
GAM Seller MCP Node
Claim
A governed, read-only MCP server for ad inventory discovery from Google Ad Mana…
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| 34349 |
obsidian-mcp-guard
Claim
Provides read/write file tools with lint validation to prevent agents from writ…
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| 34350 |
frisco-mcp
Claim
MCP server for Frisco.pl — lets Claude add groceries to your cart, search produ…
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