MCP Server Quality Scores
Independent quality analysis of 67291 public MCP servers
Last updated 3 hours, 49 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 63751 |
Cortex XSIAM MCP Gateway
Claim
Enables governed agent access to Cortex XSIAM security operations APIs, includi…
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| 63752 |
Google Tasks MCP Server
Claim
Manage Google Tasks from MCP-compatible AI clients.
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| 63753 |
Data Reunion MCP Server
Claim
Enables searching, querying, and metadata retrieval for Réunion Open Data datas…
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| 63754 |
Riddle MCP Server
Claim
Enables browser automation and debugging through the Riddle API, including taki…
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| 63755 |
Zillow MCP Server
Claim
Integrates Zillow real estate data with AI assistants, enabling property search…
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| 63756 |
MCP server for managing Navisworks viewpoint XML files, enabling sorting, audit…
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| 63757 |
tldw-mcp
Claim
MCP server that extracts YouTube video transcripts (including metadata) as Mark…
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| 63758 |
canary-mcp
Claim
A visual canary that detects context rot and silent model degradation in long a…
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| 63759 |
fylings
Claim
Search, verify & screen 1M+ African companies + their government contracts acro…
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| 63760 |
Secure, read-only access to Amazon Redshift with schema introspection and smart…
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| 63761 |
AgniGateway Marketplace
Claim
AI marketplace — flights, tours, activities, transport & more via MCP. No auth …
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| 63762 |
Sugra API
Claim
Gateway between LLM agents and world data through eight tools and a bundled end…
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| 63763 |
Affiliate Networks MCP
Claim
Affiliate network reporting in your AI client. Bring your own keys. Most adapte…
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| 63764 |
maya-mcp-server
Claim
MCP server for interacting with Autodesk Maya sessions, enabling multi-session …
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| 63765 |
Enables notes management, weather and news search, document ingestion and RAG-b…
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| 63766 |
mcp-kql-server
Claim
MCP server for executing Kusto Query Language (KQL) queries against Azure Data …
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| 63767 |
MCP-123
Claim
A lightweight implementation that provides the simplest way to set up an MCP se…
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| 63768 |
ASON MCP Server
Claim
Enables compression and decompression of JSON data using the token-optimized AS…
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| 63769 |
foldkit
Claim
Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and…
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| 63770 |
guidetopharmacology
Claim
Enables access to the IUPHAR/BPS Guide to PHARMACOLOGY database for querying dr…
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| 63771 |
pash-mcp-server
Claim
Standalone MCP server with PASH compression. Saves ~87% LLM tokens via dynamic …
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| 63772 |
LLM Gateway
Claim
Centralized gateway for multiple AWS Bedrock models through the Model Context P…
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| 63773 |
Anki MCP
Claim
Enables AI assistants like Claude to interact with Anki flashcard decks through…
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| 63774 |
LLM-Wiki-MCP
Claim
Local knowledge base built from PDF lecture slides on Agentic Coding, exposed a…
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| 63775 |
mcp-local-prompt-server
Claim
An MCP server that dynamically registers prompt templates from local files and …
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| 63776 |
FactCheck MCP Toolkit
Claim
MCP server for automatic fact-checking of political claims by querying official…
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| 63777 |
ZEVO Host MCP Server
Claim
Gives AI agents read-only access to ZEVO financial data, enabling queries about…
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| 63778 |
optionsahoy-mcp
Claim
Equity comp tax/trade optimizer: ISO/AMT exercise, NSO, RSU, QSBS, concentratio…
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| 63779 |
MCP Translation Service
Claim
Provides multilingual text translation capabilities using Baidu Translate API w…
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| 63780 |
GIM-MCP
Claim
An educational interaction management system that uses MCP and Ollama to create…
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| 63781 |
MCP server for Tradernet/Freedom24 trading API — portfolio, orders, quotes, and…
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| 63782 |
Chemistry VC
Claim
Discover Chemistry VC’s mission, team, investment criteria, and portfolio. Quic…
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| 63783 |
Provides image generation capabilities via Manus AI as MCP tools for Claude AI.
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| 63784 |
Bankstatemently
Claim
Parse PDF bank statements into structured transactions, accounts, and balances.
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| 63785 |
Daemoon
Claim
Enables AI coding agents to access and manage multiple dev infrastructure provi…
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| 63786 |
Your strength-training data for any AI assistant: workouts, progress, muscle vo…
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| 63787 |
Stage AI MCP
Claim
This MCP server replicates how a creative strategist gathers context by expandi…
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| 63788 |
appstore-screenshots
Claim
Generate professional App Store screenshots by matching any top app's style.
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| 63789 |
snaprender
Claim
Screenshot, extract content, and render web pages. PNG/JPEG/WebP/PDF, batch, si…
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| 63790 |
Dispatch Tickets
Claim
DispatchTickets is a powerful SaaS-based ticketing and dispatch management plat…
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| 63791 |
Tidewave Phoenix
Claim
Better agentic Elixir Phoenix development, runtime-level tools for your agent t…
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| 63792 |
Rails Agent Skills
Claim
Rails development skills, docs, and workflows exposed through MCP stdio.
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| 63793 |
Buddhist canon tools: search, passages, cross-canon parallels, dictionaries — a…
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| 63794 |
DuckDuckGo MCP Agent
Claim
A minimal, production-ready MCP server enabling LLMs to perform web searches vi…
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| 63795 |
equity-intel-mcp
Claim
Provides institutional-grade equity analysis for any LLM via MCP, aggregating i…
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| 63796 |
lynx-mcp
Claim
A 100% local MCP server for semantic and lexical search over your code, library…
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| 63797 |
Enables Claude to directly manage the Savage in a Suit website through 31 tools…
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| 63798 |
mcp
Claim
Economic-safety tools for trading agents: executable quote + rug/honeypot pretr…
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| 63799 |
investbrain
Claim
Investment discipline MCP server with RAG, behavior detection, journaling, and …
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| 63800 |
Shiplight
Claim
An MCP server that provides browser automation
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