MCP Server Quality Scores
Independent quality analysis of 61340 public MCP servers
Last updated 1 hour, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 61201 |
groupdocs-watermark-mcp
Claim
MCP server for GroupDocs.Watermark — add and search document watermarks via AI …
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| 61202 |
better-mcp
Claim
A universal MCP server that provides AI agents with structured tools for filesy…
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| 61203 |
Notes
Claim
Local markdown notes: ranked + semantic search, tags, todos, and a wiki-link kn…
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| 61204 |
hevy-mcp-server
Claim
Enables AI assistants to interact with the Hevy fitness tracking API for loggin…
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| 61205 |
RobotMCP Server
Claim
A modular MCP server with automatic submodule integration, OAuth 2.1, Supabase …
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| 61206 |
grepsense
Claim
Provides two-modal code search (lexical via Zoekt and semantic via ChromaDB emb…
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| 61207 |
health
Claim
Supplement research, biomarker effects, drug interactions, and brand quality da…
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| 61208 |
MCP Prompt Library
Claim
Enables AI-assisted development by providing a library of 110+ curated prompts,…
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| 61209 |
gsc-agent-cli
Claim
Enables querying Google Search Console data, Core Web Vitals, and PageSpeed ins…
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| 61210 |
MCP AI Chat Server
Claim
A Laravel-based AI-powered chat interface for business management operations, e…
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| 61211 |
Provides Xcode build, test, and package management operations through the Model…
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| 61212 |
Spec-Driven MCP Server
Claim
Enables specification-driven development workflows for AI editors by managing s…
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| 61213 |
Mandem FC Agent
Claim
Self-hosted football social-media agent that drafts posts, generates assets, an…
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| 61214 |
BGPT MCP API
Claim
Search scientific papers with raw experimental data extracted from full-text st…
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| 61215 |
MCP CLI Server
Claim
An MCP server that provides tools to interact with CLI applications, enabling p…
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| 61216 |
Enables AI agents to execute terminal commands and Python code on the host syst…
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| 61217 |
Motion MCP Server
Claim
Enables natural language management of Motion tasks, projects, schedules, and m…
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| 61218 |
Cloud Access Security Broker. Identify security misconfigurations across SaaS a…
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| 61219 |
mcp-sap-cpi
Claim
Connects Claude to SAP Cloud Platform Integration (CPI) to diagnose failed mess…
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| 61220 |
o3de-mcp
Claim
Automate Open 3D Engine (O3DE) with AI — an MCP server for editor control, proj…
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| 61221 |
Provides structured competitive intelligence profiles and listing capabilities …
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| 61222 |
insights
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| 61223 |
OWL MCP Server
Claim
Enables AI assistants to query, modify, and reason over OWL/TTL/RDF ontology fi…
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| 61224 |
One-click Google Meet scheduling and Apple Calendar mirroring with smart availa…
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| 61225 |
Gravitas-Core-MCP
Claim
Production-grade, autonomous Model Context Protocol (MCP) server that elevates …
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| 61226 |
puregym-mcp
Claim
Enables browsing PureGym centers, discovering classes, and managing bookings in…
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| 61227 |
Enables AI assistants to search and access academic papers from Google Scholar …
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| 61228 |
fastcontext-mcp
Claim
Wraps FastContext-1.0 as a repo-exploration subagent for Claude Code, enabling …
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| 61229 |
Skill Context Manager
Claim
Provides context-aware skill selection for AI agents, reducing token usage by 8…
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| 61230 |
mcp-rcsb-pdb
Claim
Enables querying and retrieving experimental protein structures from the RCSB P…
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| 61231 |
Solana MCP Server
Claim
Enables AI agents to read chain data, execute transactions, swap tokens, and ma…
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| 61232 |
keen
Claim
AI image upscaling — upscale any image to 2x or 4x resolution with x402 payments
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| 61233 |
garmin-mcp
Claim
Enables AI assistants to query live Garmin Connect health and fitness data, inc…
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| 61234 |
TheAlmanac
Claim
Enables programmers to search, download, and access up-to-date API and software…
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| 61235 |
LocalFiles MCP Server
Claim
Provides secure access to local files from specified directories. Enables listi…
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| 61236 |
test1
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| 61237 |
docs-mcp
Claim
MCP server for reading and writing .docx files. Exposes four paginated tools so…
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| 61238 |
android-mcp-server
Claim
A powerful MCP server that provides comprehensive Android device automation cap…
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| 61239 |
mermaid-mcp-server
Claim
Provides MCP tools to validate Mermaid diagram syntax, render diagrams to SVG, …
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| 61240 |
exceltester
Claim
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| 61241 |
mcp-server-hotw
Claim
AI-native URL shortener and paste handoff service for agents. Create short link…
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| 61242 |
Finance MCP Server
Claim
Fetches Korean and global financial data (indices, stocks, ETFs, exchange rates…
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| 61243 |
krwl3r
Claim
MCP server for web scraping and browser automation, enabling AI agents to extra…
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| 61244 |
Provide comprehensive marketing analytics and AI-powered insights by integratin…
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| 61245 |
Comprehensive Magic: The Gathering info with rules, cards, combos, and Commande…
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| 61246 |
Base L2 Agent Kit
Claim
MCP server for Base L2 DeFi operations with 9 monetized endpoints
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| 61247 |
dtJiraMCPServer
Claim
An MCP server that bridges LLM clients with Atlassian Jira Cloud and Jira Servi…
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| 61248 |
Odoo MCP Server
Claim
Enables AI assistants to interact with Odoo ERP systems through XML-RPC integra…
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| 61249 |
LinkedIn MCP Server
Claim
Enables job search on LinkedIn through MCP tools, including keyword and locatio…
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| 61250 |
Currency Exchange MCP
Claim
A Model Context Protocol (MCP) server that provides currency exchange rate conv…
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