MCP Server Quality Scores
Independent quality analysis of 57160 public MCP servers
Last updated 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 55801 |
GovGreed MCP
Claim
Integrates GovGreed's congressional-trading intelligence API, giving Claude nat…
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| 55802 |
loopeng
Claim
Watches your terminal sessions, identifies repetitive workflows, and converts t…
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| 55803 |
local-spark-mcp
Claim
Provides a stateful local Spark session for running PySpark and SQL cells, enab…
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| 55804 |
code-verify-mcp
Claim
An MCP server for verifying AI-generated code quality, security, and performanc…
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| 55805 |
PPTX MCP Server
Claim
Generates PowerPoint presentations from templates using AI, injecting text and …
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| 55806 |
google-drive-mcp-server
Claim
Enables AI assistants to interact with Google Drive, including reading, searchi…
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| 55807 |
Enables automatic generation of explicit boilerplate methods (getter/setter/equ…
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| 55808 |
ContextCore
Claim
A local-first MCP server that indexes all your local files (text, code, images,…
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| 55809 |
git-reviewer
Claim
Enables AI assistants to fetch GitHub pull request diffs and metadata, and post…
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| 55810 |
ContextCache MCP
Claim
A local MCP server that indexes TypeScript/JavaScript projects and returns budg…
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| 55811 |
chatgpt-pro-mcp
Claim
An experimental guarded MCP bridge for Codex/open-ultrawork workflows, enabling…
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| 55812 |
A sophisticated task orchestration system with role-based workflow management a…
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| 55813 |
Enables AI-driven expense tracking and budget management, including adding expe…
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| 55814 |
ssh-for-agents
Claim
Enables AI agents to execute SSH commands, read files, and list directories on …
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| 55815 |
Suno MCP
Claim
An MCP server that generates music using your Suno account, enabling credit che…
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| 55816 |
TDD MCP Server
Claim
Enables AI agents to run Jest/TypeScript tests in isolated workspaces for Test-…
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| 55817 |
github-mcp
Claim
Local MCP server for safe GitHub developer workflows. Enables pulling main, cre…
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| 55818 |
bSDD MCP Server
Claim
Enables AI assistants to query standardized building classifications, propertie…
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| 55819 |
Puppet Master MCP Server
Claim
Provides 26 tools for Puppet Master framework operations including initializati…
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| 55820 |
MCP Tool Connector
Claim
Exposes search over internal documents and company lookup via authenticated API…
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| 55821 |
CRAG-MCP
Claim
A Model Context Protocol server that builds and queries a config-aware code gra…
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| 55822 |
Provides image/vision support for OpenCode by routing images to any OpenAI-comp…
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| 55823 |
iiq-mcp
Claim
MCP server for SailPoint IdentityIQ 8.5 that enables searching and requesting r…
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| 55824 |
mcp_hospirfq_processor
Claim
Exposes RFQ, travel, and hospitality operations as MCP tools backed by a GraphQ…
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| 55825 |
telegram-mcp
Claim
An MCP server that connects to a Telegram group chat, persists messages to a lo…
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| 55826 |
sangsang-lite-mcp
Claim
An MCP server for analyzing creative ideas through a series of diagnostic tools…
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| 55827 |
arc-devtools-mcp
Claim
MCP server enabling AI agents to control and inspect Chrome/Arc browsers via De…
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| 55828 |
Service Economics
Claim
Free service management tools — playbooks, benchmarks, and instant service heal…
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| 55829 |
RentCast MCP Server
Claim
Wraps the RentCast API to search houses for sale, get valuations, rent estimate…
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| 55830 |
ynab-mcp-server
Claim
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| 55831 |
Enables safe, read-only interaction with Kubernetes clusters, allowing users to…
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| 55832 |
Futu Stock MCP Server
Claim
A Model Context Protocol server that integrates Futu OpenAPI, enabling AI model…
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| 55833 |
AI-powered text and URL summarization API for AI agents. Extract key points fro…
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| 55834 |
agy-ui-mcp
Claim
Delegates frontend/UI refinement to Gemini via agy CLI, using iterative vision …
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| 55835 |
Wraps the CourtListener API for real-time federal docket monitoring, with plugg…
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| 55836 |
hello
Claim
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| 55837 |
pinterest-mcp-server
Claim
Enables AI agents to interact with the Pinterest API, allowing management of bo…
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| 55838 |
abacatepay-mcp
Claim
MCP server for integrating with Abacate Pay API, enabling management of custome…
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| 55839 |
Browser Bridge MCP
Claim
MCP server that gives AI coding assistants direct access to the browser — navig…
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| 55840 |
Competitive pricing, ads, SEO moves, launches, reviews, and daily market briefs.
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| 55841 |
Image Process MCP Server
Claim
Enables image processing operations such as resizing, format conversion, croppi…
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| 55842 |
appflowy-mcp
Claim
A self-hosted, token-scoped Model Context Protocol server for AppFlowy. It give…
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| 55843 |
Konnect
Claim
Bridges AI agents to a real browser using a persistent daemon and Chrome extens…
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| 55844 |
beacon
Claim
Enables AI agents to communicate with humans using notify and ask semantics, su…
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| 55845 |
KiroStats
Claim
Real-time credit usage and session tracking for Kiro IDE, reading from local st…
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| 55846 |
patchwork-mcp-server
Claim
Enables LLM agents to query Patchwork kernel patches, series, CI checks, and co…
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| 55847 |
swarm-mcp
Claim
An MCP server that exposes Swarm's fact reconciliation to AI agents, allowing t…
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| 55848 |
orphanet-link
Claim
An MCP server that enables querying rare-disease data from Orphanet, including …
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| 55849 |
hermes-google
Claim
Enables Claude Code to manage Gmail, Google Calendar, and Google Drive via a de…
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| 55850 |
Sales Dashboard
Claim
Enables interactive sales data exploration within Claude through a dynamic dash…
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