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62,680 results in MCPs, Evals, Observability, Identity, Hooks, Sub-Agents · page 1 of 2,612

MCPsPreview

chrome-devtools

Provides direct Chrome browser control through DevTools for web automation, debugging, and performance analysis using accessibility tree snapshots for reliable element targeting, automatic page event handling, and integrated performance tracing with actionable insights.

99.952,627 stars · 4,864 forks · 4 mentions · passed install test
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

markitdown

Integrates with Microsoft's MarkItDown tool to convert documents like PDFs, Word files, and PowerPoint presentations into clean, structured markdown for content extraction and analysis workflows.

99.9177,617 stars · 13,061 forks · 1 mention
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsStable

github-mcp

Use when an agent needs to operate GitHub natively (create issues and PRs, read and search repositories, and inspect commits) instead of shelling out to ad-hoc git commands.

99.932,663 stars · 4,883 forks · passed install test
Harnessclaudecodexcursorgemini
githubvcsissuespull-requests
Details
MCPsExperimental

world-monitor-mcp

MCP server for real-time global intelligence, AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking, enabling agents and scripts to access curated news feeds, country instability indices, and market data.

99.987,417 stars · 13,325 forks
Harnessclaudecursorcodexopencodegemini
glamamcp
No one-command install · SourceDetails
MCPsPreview

genai-toolbox

Provides a secure, configurable interface for executing pre-defined queries against multiple database systems including PostgreSQL, MySQL, SQL Server, Neo4j, Dgraph, and Spanner through a YAML-based configuration system.

99.816,293 stars · 1,706 forks · passed install test
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

glips-figma-context

Integrates with Figma's design platform API to enable AI-driven design operations, asset management, and team collaboration within Figma workflows.

99.815,754 stars · 1,258 forks · passed install test
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

idosal-git-mcp

Transform any GitHub project (repositories or GitHub pages) into a documentation hub. Allows AI tools like Cursor to access up-to-date documentation and code, ending hallucinations.

99.88,429 stars · 747 forks · passed install test
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsStable

firecrawl-mcp

Use when an agent needs to turn the web into clean data: scrape a page, crawl a site, or extract structured content (incl. from PDFs) as markdown the model can read directly.

99.87,515 stars · 895 forks · passed install test
Harnessclaudecodexcursor
web-scrapingcrawlingextractioncontent
No one-command install · SourceDetails
MCPsPreview

d4vinci-scrapling

Provides advanced web scraping capabilities with browser fingerprint impersonation, dynamic content fetching via Chromium, and stealth scraping through modified Camoufox to bypass anti-bot protections, featuring CSS selector-based content filtering to reduce token consumption and support for bulk operations, proxy integration, and multiple output formats.

99.877,802 stars · 7,814 forks · 1 mention
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

la-rebelion-labs-registry

Search and discover MCP servers through the official MCP Registry service.

99.87,213 stars · 976 forks · 2 mentions · passed install test
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

netdata

Real-time infrastructure monitoring with metrics, logs, alerts, and ML anomaly detection

99.880,661 stars · 6,636 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

xcodebuild

Enables building, running, and debugging iOS and macOS applications through Xcode with tools for project discovery, simulator management, app deployment, and UI automation testing.

99.86,323 stars · 313 forks · passed install test
Harnessclaudecodexcursorgeminiopencode
mcp
No one-command install · SourceDetails
MCPsStable

mem0-mcp

Use to give an agent long-term, cross-session memory backed by a managed service: store and semantically recall facts about a user or project that should persist across days and machines.

99.866,022 stars · 7,762 forks · 21 mentions
Harnessclaudecodexcursor
memorylong-termsemanticcross-session
No one-command install · SourceDetails
MCPsExperimental

peekaboo

A macOS automation tool that provides high-fidelity screen capture, AI analysis, and complete GUI automation through a CLI and MCP server, enabling natural-language-driven interactions like clicking, typing, and scrolling.

99.85,098 stars · 393 forks · passed install test
Harnessclaudecursorcodexopencodegemini
glamamcp
No one-command install · SourceDetails
MCPsPreview

exa

Query Exa API to retrieve structured search results.

99.84,952 stars · 378 forks · passed install test
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsExperimental

codegraph

Supercharges AI coding agents with a pre-indexed semantic code graph, enabling instant symbol relationships, impact analysis, and context retrieval across 20+ languages.

99.872,120 stars · 4,628 forks
Harnessclaudecursorcodexopencodegemini
glamamcp
No one-command install · SourceDetails
MCPsPreview

metabase

Official Metabase MCP server enabling AI agents to search, explore, query, and visualize data in a self-hosted Metabase instance.

99.749,047 stars · 6,782 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsStable

context7-mcp

Use whenever an agent needs current, version-accurate docs for a library, framework, SDK, or API. It fetches live documentation so the agent isn't relying on stale training data.

99.762,445 stars · 3,032 forks · 6 mentions
Harnessclaudecodexcursorgeminiopencode
documentationdocsapi-referenceresearch
No one-command install · SourceDetails
ObservabilityPreview

sentry-llm-monitoring

Sentry's error and performance monitoring extended to LLM applications. It captures exceptions, latency, and AI token usage with OpenTelemetry integration.

99.744,709 stars · 4,832 forks · 15 mentions
Harnessclaudecursorcodexopencodegemini
observabilityerrorsapm
No one-command install · SourceDetails
MCPsPreview

tavily-search

Integrates with Tavily API to provide real-time web search and content extraction capabilities for research, aggregation, and fact-checking tasks.

99.72,366 stars · 291 forks · passed install test
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

mindsdb

MindsDB allows applications to answer questions over large-scale federated data—spanning databases, data warehouses, and SaaS applications.

99.739,680 stars · 6,240 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsExperimental

codebase-memory-mcp

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 159 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.

99.741,746 stars · 3,400 forks · 1 mention
Harnessclaudecursorcodexopencodegemini
glamamcp
No one-command install · SourceDetails
Sub-AgentsExperimental

wshobson-agents

Multi-harness agentic plugin marketplace for Claude Code, Codex, Cursor, OpenCode, GitHub Copilot, and Google Antigravity

Contributed by Sentinel

99.739,338 stars · 4,195 forks
Harnessclaudecodexcursorgeminiopencode
subagent
No one-command install · SourceDetails
ObservabilityPreview

mlflow-tracing

MLflow's LLM tracing module instruments model calls, agent steps, and tool invocations, storing them alongside experiment runs for reproducibility.

99.627,768 stars · 6,246 forks
Harnessclaudecursorcodexopencodegemini
observabilitytracingexperiment-tracking
No one-command install · SourceDetails
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