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61,820 results in Observability, MCPs, Memory, Evals · page 9 of 2,576

MCPsPreview

manusa-kubernetes

Manage Kubernetes, with additional support for OpenShift.

98.52,048 stars · 427 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

msgbyte-tianji

Bridges AI assistants with the Tianji platform to enable survey management, including querying results, retrieving detailed information, and listing workspace surveys without navigating the Tianji interface.

98.53,100 stars · 193 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

yctimlin-excalidraw

Enables LLMs to create and manipulate Excalidraw diagrams through a Node.js API that provides tools for element creation, modification, querying, and organization for AI-assisted diagramming and visual collaboration.

98.52,476 stars · 277 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsExperimental

butterbase

AI-native open-source backend-as-a-service. Manage Postgres with RLS, auth, file storage, serverless TypeScript functions, durable objects, realtime, KV, AI gateway, and RAG via MCP, either HTTP at /mcp on a self-hosted instance or stdio with npx @butterbase/mcp.

98.53,353 stars · 163 forks
Harnessclaudecursorcodexopencodegemini
glamamcp
Details
MCPsPreview

vmoranv-jshook

JavaScript analysis, security auditing, browser automation, and hook injection via MCP.

98.51,970 stars · 457 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsExperimental

cocoindex-code

embedded code search engine CLI -AST based that just works - improves speed and efficiency for coding agent

98.52,721 stars · 224 forks
Harnessclaudecursorcodexopencodegemini
glamamcp
No one-command install · SourceDetails
MCPsPreview

samuel-gursky-davinci-resolve

Enables developers and video editors to automate complex workflows in DaVinci Resolve by providing a flexible Python-based scripting interface for timeline manipulation, clip analysis, color correction, and media pool management.

98.52,360 stars · 281 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

louislva-claude-peers

Enables Claude Code instances to discover each other and exchange messages in real time via a local broker daemon.

98.52,202 stars · 300 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MemoryExperimental

zilliztech-memsearch

Use when several coding agents should share one memory store instead of each keeping its own notes.

98.52,571 stars · 238 forks
Harnessclaudecodexcursorgeminiopencode
cp138-seedmemory
No one-command install · SourceDetails
MemoryExperimental

kingjulio8238-memary

Use when you want a well-known reference implementation of agent memory over a knowledge graph to read or fork.

98.52,644 stars · 205 forks
Harnessclaudecodexcursorgeminiopencode
cp138-seedmemory
No one-command install · SourceDetails
MCPsPreview

dsphper-lanhu

Extracts design specifications and requirements from Lanhu design collaboration platform

98.52,283 stars · 256 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

office-word

Provides a bridge to Microsoft Word for creating and modifying documents with features like text formatting, table manipulation, image scaling, and style management

98.42,110 stars · 287 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

webclaw

Web extraction engine for LLMs with TLS fingerprinting to bypass bot detection, delivering clean markdown output.

98.42,360 stars · 233 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

chrishayuk-mcp-cli

Yet another CLI tool for testing MCP servers

98.42,021 stars · 310 forks
Harnessclaudecodexcursorgeminiopencode
mcpother-tools-and-integrations
No one-command install · SourceDetails
MCPsPreview

mixelpixx-kicad-pcb-designer

Enables LLMs to directly interact with KiCAD for printed circuit board design.

98.41,995 stars · 308 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

cjo4m06-mcp-shrimp-task-manager

A programming-focused task management system that boosts coding agents like Cursor AI with advanced task memory, self-reflection, and dependency management. [ShrimpTaskManager](https://cjo4m06.github.io/mcp-shrimp-task-manager)

98.42,148 stars · 255 forks
Harnessclaudecodexcursorgeminiopencode
mcpdeveloper-tools
No one-command install · SourceDetails
MCPsPreview

zereight-gitlab

Integrates with GitLab's API to enable repository management, issue tracking, merge request handling, and file operations for automated development workflows.

98.41,940 stars · 349 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

chigwell-telegram

Bridges Claude with Telegram messaging, enabling direct interaction with Telegram chats through tools for retrieving chat lists, fetching messages, and sending messages to contacts.

98.41,703 stars · 438 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

korotovsky-slack-conversations

Bridges AI with Slack's messaging platform, enabling access to conversation history from channels through secure authentication and flexible transport modes.

98.41,808 stars · 366 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

benborla-mysql

Secure read-only MySQL database access to execute queries and analyze data patterns.

98.42,098 stars · 248 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

doobidoo-mcp-memory-service

Universal memory service providing semantic search, persistent storage, and autonomous memory consolidation

98.41,920 stars · 294 forks
Harnessclaudecodexcursorgeminiopencode
mcpknowledge-memory
No one-command install · SourceDetails
MCPsPreview

dicklesworthstone-agent-mail

Coordinates multiple agents through structured messaging, exclusive file path claims, and persistent Git-based project archives with full-text search and conflict prevention for collaborative development workflows.

98.42,121 stars · 225 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

jamubc-gemini-cli

Integrates with Google's Gemini CLI to leverage massive token windows for analyzing large files and codebases, providing general queries, sandbox-mode code execution for safe testing, and structured response handling with behavioral flags for context control.

98.42,278 stars · 199 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

neka-nat-freecad

Enables AI-driven CAD modeling by providing a remote procedure call (RPC) server that allows programmatic control of FreeCAD, supporting operations like creating documents, inserting parts, editing objects, and executing Python code for generative design workflows.

98.41,977 stars · 263 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
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