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62,916 results in MCPs, Observability, Skills, Evals · page 31 of 2,622

ObservabilityPreview

phospho

Phospho is a text analytics and evaluation platform for LLM apps. It logs sessions, runs clustering, detects failures, and surfaces actionable insights.

95.8439 stars · 35 forks
Harnessclaudecursorcodexopencodegemini
observabilityanalyticsevals
No one-command install · SourceDetails
MCPsExperimental

codex-storyboard

MCP server for managing video storyboard tasks, enabling Codex to automatically generate and populate images/videos based on shot descriptions and visual design specs.

95.8344 stars · 48 forks
Harnessclaudecursorcodexopencodegemini
glamamcp
No one-command install · SourceDetails
MCPsPreview

canvrno-proxmox

Integrates with Proxmox virtualization environments to enable monitoring and management of virtual machines, containers, storage pools, and cluster resources through token-based authentication and structured API commands.

95.8292 stars · 70 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

gh-alisaitteke-photoshop

Automate Adobe Photoshop operations including layer management, filters, and image manipulation.

95.8375 stars · 42 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

hey-jian-wei-jianying

Integrates with JianYing desktop video editor using UI automation to enable draft management, media handling, track operations, and export capabilities for automated video editing workflows and batch processing.

95.8295 stars · 67 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

voska-home-assistant

Integrates with Home Assistant to enable natural language control of smart home devices, querying device states, troubleshooting automations, and summarizing home configurations through a Docker container that communicates with the Home Assistant API.

95.8338 stars · 50 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsExperimental

mcp-server-for-revit-python

Enables Large Language Models to access and manipulate Autodesk Revit models through a pyRevit-based bridge and the Model Context Protocol.

95.8175 stars · 102 forks
Harnessclaudecursorcodexopencodegemini
glamamcp
No one-command install · SourceDetails
MCPsPreview

blockrunai-blockrun-mcp

Access 30+ AI models (GPT-5, Claude, Gemini, Grok, DeepSeek) without API keys. Pay-per-use via x402 micropayments with USDC on Base.

95.8393 stars · 38 forks
Harnessclaudecodexcursorgeminiopencode
mcpaggregators
No one-command install · SourceDetails
MCPsPreview

barckley75-davinci-resolve

Control DaVinci Resolve Studio via natural language with 48 tools covering timelines, color grading, AI features, and rendering.

95.8346 stars · 45 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

cheffromspace-windows-remote-control

Enables remote automation of Windows systems for controlling mouse, keyboard, and screen capture via nut.js.

95.8330 stars · 50 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

hotricenoodles-crosslink

Open-source LLM proxy gateway with integrated MCP gateway, supporting multi-provider routing, load balancing, rate limiting, caching, and HTTP/SSE transport.

95.8453 stars · 32 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

nim-langserver

Official Nim language server with MCP support for symbol navigation, diagnostics, and type resolution in Nim projects.

95.8314 stars · 53 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

inditextech-teams

Integrates with Microsoft Teams to enable reading messages, creating threads, replying to messages, and mentioning team members through Azure bot credentials.

95.7394 stars · 37 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

ivo-toby-openapi

Integrates with OpenAPI specifications to expose REST API endpoints as MCP resources, enabling dynamic discovery and utilization of many web services.

95.7297 stars · 61 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

intellectronica-skillz

Executes local Anthropic-style skills through directory-based discovery where each skill contains YAML metadata and Markdown instructions, enabling reusable AI workflows and automation scripts with sandboxed execution environments.

95.7399 stars · 36 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsExperimental

1c-mcp-toolkit

Integrates AI agents with 1C:Enterprise databases via MCP and REST API, supporting a built-in HTTP server (no Python required) or a Python proxy mode.

95.7279 stars · 72 forks
Harnessclaudecursorcodexopencodegemini
glamamcp
No one-command install · SourceDetails
MCPsPreview

carterlasalle-mac-messages

Bridges Claude Desktop with macOS Messages app, enabling reading and sending iMessages through direct database access with contact lookup and group chat support.

95.7322 stars · 49 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

renderdoc-jiaboli

GPU frame capture analysis and graphics pipeline debugging using RenderDoc, supporting D3D11, D3D12, OpenGL, and Vulkan captures on Windows.

95.7329 stars · 48 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsExperimental

dashclaw

Governance runtime for AI agents: a guard tool evaluates risky actions against policy before they execute (block / warn / require human approval), approvals route to a human queue, and every action becomes a replayable decision record with per-action spend tracking. Runs over stdio via npx @dashclaw

95.7308 stars · 53 forks
Harnessclaudecursorcodexopencodegemini
glamamcp
No one-command install · SourceDetails
MCPsExperimental

tidewave-rails

Better agentic Rails development, runtime-level tools for your agent to talk to your running app.

95.7474 stars · 30 forks
Harnessclaudecursorcodexopencodegemini
glamamcp
No one-command install · SourceDetails
MCPsPreview

conechoai-nano-banana

Integrates with Google's Gemini 2.5 Flash to generate and edit images from text prompts, supporting iterative workflows with reference images and automatic cross-platform file management.

95.7228 stars · 93 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

mapbox

Geospatial intelligence with geocoding, POI search, routing, and isochrones

95.7353 stars · 41 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

yeuxuan-ace-codebase-indexer

Codebase indexing and semantic search with file traversal, gitignore support, and real-time monitoring

95.7360 stars · 40 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsExperimental

netbox-mcp-server

Read-only MCP server for NetBox that enables LLMs to query NetBox objects (devices, IPAM, etc.) and change logs through natural language, with field filtering for token optimization.

95.7221 stars · 93 forks
Harnessclaudecursorcodexopencodegemini
glamamcp
No one-command install · SourceDetails
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