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62,503 results in Observability, MCPs, Workflows, Evals · page 35 of 2,605

MCPsExperimental

ghost-in-the-droid

Give any LLM agent a real Android or iPhone. 62 MCP tools: tap, swipe, type, screenshot, screen-tree reading, app launch, camera, TTS, crash reports, batched execution. Android via ADB, iPhone via WebDriverAgent, on-device inference, Docker+KVM emulators. Works with Claude Code, Cursor, LangChain, L

95.4334 stars · 35 forks
Harnessclaudecursorcodexopencodegemini
glamamcp
No one-command install · SourceDetails
MCPsPreview

nhadaututtheky-neural-memory

Persistent memory for AI agents with 55 MCP tools and spreading activation recall.

95.4240 stars · 67 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsExperimental

veritasgraph

Zero-trust, air-gapped Enterprise GraphRAG MCP server. Build knowledge graphs from local documents and run multi-hop, citation-grounded queries entirely offline with Ollama.

95.4313 stars · 37 forks
Harnessclaudecursorcodexopencodegemini
glamamcp
No one-command install · SourceDetails
MCPsExperimental

google-ads-adloop

An MCP server that gives your AI assistant read + write access to Google Ads and GA4 — with safety guardrails that prevent accidental spend.

95.4255 stars · 56 forks
Harnessclaudecursorcodexopencodegemini
glamamcp
No one-command install · SourceDetails
MCPsPreview

hagaihen-facebook-pages-manager

Integrates with Facebook Pages to enable direct management of posts, comments, and engagement metrics through the Graph API for streamlined social media management.

95.4215 stars · 78 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsExperimental

metatrader-5-mcp-server

Enables AI assistants to connect to MetaTrader 5 for trading, market data access, and account management through the Model Context Protocol.

95.4214 stars · 78 forks
Harnessclaudecursorcodexopencodegemini
glamamcp
No one-command install · SourceDetails
MCPsExperimental

sts2-ai-agent

Enables AI agents to play Slay the Spire 2 by exposing game state and actions through an MCP server, supporting combat, rewards, and run management.

95.4302 stars · 39 forks
Harnessclaudecursorcodexopencodegemini
glamamcp
No one-command install · SourceDetails
MCPsPreview

negai-ai-agentclaw

Declarative agent workflow framework that publishes workflows as MCP servers and connects to MCP servers as tools.

95.4340 stars · 33 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

ditrixnew-1c-edt

Integrates with 1C:EDT workspace to expose project management, configuration properties, validation errors, bookmarks, tasks, and check descriptions through HTTP endpoints.

95.4261 stars · 53 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

unmuktoai-wazuh

Integrates with Wazuh security platform to provide real-time security alerts and event data from Elasticsearch indices for security operations and threat analysis workflows.

95.4241 stars · 64 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

govcraft-rust-docs

Efficiently loads and processes Rust crate documentation using LlamaIndex's HTML reader, with intelligent file selection logic to handle duplicate files and optional comprehensive parsing modes.

95.4297 stars · 40 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

sylvianai-excel-agent

Enables natural language manipulation of Excel spreadsheets including cell operations, formula management, formatting, data validation, and pivot table creation through conversational interfaces.

95.4303 stars · 38 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsExperimental

emisar

Give AI agents Zero-Trust access to production infrastructure without the risks of granting them shell access. Actions are bounded by policy and an on-host runner.

95.4339 stars · 33 forks
Harnessclaudecursorcodexopencodegemini
glamamcp
No one-command install · SourceDetails
MCPsExperimental

api-agent

Turn any API into an MCP server. Query in English. Get results—even when the API can't.

95.4285 stars · 44 forks
Harnessclaudecursorcodexopencodegemini
glamamcp
No one-command install · SourceDetails
MCPsPreview

codespar-wompi

Integration with Wompi, Bancolombia's Colombian payment gateway, for processing payments and managing transactions.

95.4269 stars · 49 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

nulab-backlog

Integrates with Backlog project management platform to enable direct management of projects, issues, wikis, git repositories, pull requests, and notifications without switching contexts.

95.4235 stars · 69 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

zueai-mcp-manager

Simple Web UI to install and manage MCP servers for Claude Desktop App.

95.3292 stars · 41 forks
Harnessclaudecodexcursorgeminiopencode
mcpother-tools-and-integrations
No one-command install · SourceDetails
MCPsPreview

ttommyth-interactive-terminal

Interactive terminal interface for enhancing AI interactions with user input capabilities, notifications, and cross-platform support for complex tasks requiring confirmation or clarification.

95.3352 stars · 31 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsExperimental

mcp-on-vercel

A template for deploying an MCP server on Vercel, with example tools like roll_dice and get_weather.

95.3249 stars · 56 forks
Harnessclaudecursorcodexopencodegemini
glamamcp
No one-command install · SourceDetails
MCPsPreview

yoshiko-pg-o3-search

Provides web search capabilities using OpenAI's o3 model with configurable reasoning effort levels for finding current information and solving complex problems beyond traditional search engines.

95.3288 stars · 42 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

gh-enuno-unifi

Manage UniFi network devices, clients, and settings through the official UniFi API.

95.3271 stars · 47 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

elusznik-code-execution-mode

Execute Python in isolated containers while bridging access to other MCP servers through auto-discovered proxies

95.3340 stars · 32 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

vishalsachdev-canvas-learning-management-system

Integrates with the Canvas Learning Management System API to enable course management, assignment tracking, and student engagement analysis in educational settings.

95.3219 stars · 76 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

sdglbl-claude-code

Enables Claude to execute code-related tasks through direct tools for code understanding, modification, command execution, and file operations with proper security controls.

95.3303 stars · 37 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
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