Armory
Source

Browse

Search and filter by type across the catalog

61,918 results in Observability, MCPs, Hooks, Evals · page 12 of 2,580

MCPsExperimental

modular-rag-mcp-server

A pluggable, observable modular RAG framework exposing tools via MCP protocol for AI assistants like Copilot/Claude to query knowledge bases, list collections, and retrieve document summaries.

98.01,162 stars · 266 forks
Harnessclaudecursorcodexopencodegemini
glamamcp
No one-command install · SourceDetails
MCPsPreview

datalayer-jupyter

Integrates Jupyter notebooks with MCP to enable code execution, content manipulation, and interactive data exploration within notebook environments.

98.01,270 stars · 194 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

mongodb-js-mongodb

Provides a bridge between MongoDB databases and conversational interfaces, enabling comprehensive database operations, collection management, schema inspection, and Atlas cloud service interactions with authentication and telemetry support.

98.01,116 stars · 283 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

rinadelph-agent-mcp

A framework for creating multi-agent systems using MCP for coordinated AI collaboration, featuring task management, shared context, and RAG capabilities.

98.01,295 stars · 180 forks
Harnessclaudecodexcursorgeminiopencode
mcpcoding-agents
No one-command install · SourceDetails
MCPsPreview

steipete-claude-code

Provides a streamlined interface for executing complex coding tasks including file operations, Git commands, and web searches without permission interruptions by automatically bypassing constraints.

98.01,313 stars · 173 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

higress-group-himarket

Enterprise marketplace platform for packaging, publishing, and managing AI assets like Model APIs and MCP Servers with developer onboarding, subscription management, and automated approval workflows.

98.01,281 stars · 177 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
ObservabilityPreview

langsmith

LangChain's platform for tracing, evaluating, and monitoring LLM applications: deep integration with LangChain/LangGraph plus a REST API for any stack.

98.01,043 stars · 288 forks
Harnessclaudecursorcodexopencodegemini
observabilitytracingevals
No one-command install · SourceDetails
MCPsPreview

loopwork-macos-system-services

Access to macOS Messages, Contacts, Location, Reminders and other Apple services.

97.91,533 stars · 117 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

apecloud-aperag

Production-ready RAG platform combining Graph RAG, vector search, and full-text search. Best choice for building your own Knowledge Graph and for Context Engineering

97.91,318 stars · 147 forks
Harnessclaudecodexcursorgeminiopencode
mcpknowledge-memory
No one-command install · SourceDetails
MCPsExperimental

power-bi-modeling-mcp-server

The Power BI Modeling MCP Server implements the MCP specification to create a seamless connection between AI agents and Power BI semantic models. This allows developers and AI applications to interact with Power BI models in entirely new ways, from using natural language to execute modeling changes

97.91,123 stars · 201 forks
Harnessclaudecursorcodexopencodegemini
glamamcp
No one-command install · SourceDetails
MCPsExperimental

codesight

Provides 13 MCP tools for codebase analysis, wiki generation, and knowledge mapping, enabling AI assistants to understand project structure and context efficiently.

97.91,408 stars · 123 forks
Harnessclaudecursorcodexopencodegemini
glamamcp
No one-command install · SourceDetails
MCPsPreview

jungle

Self-hosted MCP tool registry and proxy server that enables centralized discovery, management, and secure access to multiple MCP servers through a unified gateway with authentication, access control, and audit trails.

97.91,242 stars · 156 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

alpacahq-trading

Integrates with Alpaca trading platform to manage stock and options accounts through paper and live trading environments, enabling order execution, portfolio monitoring, market data retrieval, and watchlist management for algorithmic trading and financial analysis workflows.

97.9934 stars · 296 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

caol64-wenyan-mcp

Wenyan MCP Server, which lets AI automatically format Markdown articles and publish them to WeChat GZH.

97.91,308 stars · 137 forks
Harnessclaudecodexcursorgeminiopencode
mcpother-tools-and-integrations
No one-command install · SourceDetails
MCPsExperimental

tldx-mcp

An MCP server for tldx that allows AI agents to brainstorm brand names and instantly verify domain availability using lightning-fast, concurrent RDAP lookups.

97.91,919 stars · 80 forks
Harnessclaudecursorcodexopencodegemini
glamamcp
No one-command install · SourceDetails
MCPsPreview

gh-drhelius-gearboy

Game Boy and Game Boy Color emulator with embedded MCP server for AI-assisted debugging and development.

97.91,193 stars · 162 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

portswigger-burp-suite

Integrates with Burp Suite for web security testing, enabling HTTP request manipulation, proxy history analysis, and security testing operations for vulnerability assessment and penetration testing workflows.

97.91,124 stars · 185 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsExperimental

ktx

ktx is an MCP server that provides agents with accurate warehouse querying by serving a self-improving context layer of approved metrics, joinable columns, and business knowledge through CLI and MCP tools.

97.91,569 stars · 101 forks
Harnessclaudecursorcodexopencodegemini
glamamcp
No one-command install · SourceDetails
MCPsPreview

neo4j-contrib-mcp-neo4j

Interact with Neo4j graph databases to query, analyze, and manipulate data.

97.9981 stars · 256 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsExperimental

proxima

A local AI gateway that connects multiple AI providers (ChatGPT, Claude, Gemini, Perplexity) to your development environment via MCP tools, enabling coding, search, analysis, and more without API keys.

97.91,170 stars · 163 forks
Harnessclaudecursorcodexopencodegemini
glamamcp
No one-command install · SourceDetails
MCPsExperimental

loki-mode

Autonomous spec-to-product coding-agent CLI. Its MCP server exposes 34 tools over stdio: project state and task-queue ops, memory retrieve/store, code search, quality and verification reports, repo hotspots/co-changes, and structured findings/learnings.

97.91,054 stars · 205 forks
Harnessclaudecursorcodexopencodegemini
glamamcp
No one-command install · SourceDetails
EvalsPreview

wandb-weave-evals

Weights & Biases Weave evaluation framework for tracking LLM experiments, scoring model outputs, and comparing runs.

97.91,130 stars · 170 forks · 3 mentions
Harnessclaudecursorcodexopencodegemini
evalswandbexperiment-trackingscoring
No one-command install · SourceDetails
MCPsPreview

agentmail

Provides dedicated email inboxes for AI agents to send, receive, and query messages

97.963 stars · 18 forks · passed install test
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

xing5-google-sheets

Integrates with Google Drive and Google Sheets to create, read, update, and manage spreadsheets with support for both OAuth and service account authentication methods.

97.9994 stars · 241 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
Browse · Armory