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62,934 results in MCPs, Infrastructure, Skills, Observability · page 12 of 2,623

MCPsExperimental

arkon

Self-hosted enterprise knowledge hub that compiles organizational docs into a structured wiki and serves it to AI clients via MCP with fine-grained access control.

98.11,256 stars · 270 forks
Harnessclaudecursorcodexopencodegemini
glamamcp
No one-command install · SourceDetails
MCPsPreview

can4hou6joeng4-boss-agent-cli

BOSS Zhipin recruitment workflow for AI agents. 49 MCP tools for job search, welfare filtering, recruiter messaging, pipeline tracking, and resume optimization.

98.11,638 stars · 143 forks
Harnessclaudecodexcursorgeminiopencode
mcpworkplace-productivity
No one-command install · SourceDetails
MCPsPreview

nspady-google-calendar

Integrates with Google Calendar to enable natural language querying, event creation, and calendar management using the Google Calendar API and OAuth 2.0 authentication.

98.11,179 stars · 327 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

softeria-ms-365-mcp-server

MCP server that connects to Microsoft Office and the whole Microsoft 365 suite using Graph API (including Outlook, mail, files, Excel, calendar)

98.1945 stars · 363 forks
Harnessclaudecodexcursorgeminiopencode
mcpcommunication
No one-command install · SourceDetails
InfrastructurePreview

e2b-desktop

E2B Desktop Sandbox: a cloud virtual desktop (Ubuntu + VNC) with Python SDK for screenshot, mouse, keyboard, and process control; designed for AI agents that need a full GUI environment in an isolated VM.

98.11,461 stars · 179 forks
Harnessclaudecursorcodexopencodegemini
browsere2b
No one-command install · SourceDetails
MCPsPreview

joshuayoes-ios-simulator

Enables Claude to control iOS simulators for testing and debugging applications by providing tools for UI interaction, element inspection, and device information retrieval through Facebook's IDB tool.

98.12,156 stars · 97 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
ObservabilityPreview

openinference

OpenInference is an open standard and Python/JS instrumentation library for capturing LLM and agent traces in OpenTelemetry format, built by Arize AI.

98.11,192 stars · 302 forks
Harnessclaudecursorcodexopencodegemini
observabilityopentelemetrytracing
No one-command install · SourceDetails
MCPsPreview

miscusi-peek-cheatengine-bridge

Bridge Cheat Engine memory analysis to AI workflows via named pipes

98.11,363 stars · 204 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

taxuspt-garmin-connect

Integrates with Garmin Connect to expose fitness and health data, enabling access to activities, detailed workout information, and health metrics like heart rate through natural language interactions.

98.11,102 stars · 349 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsExperimental

io-github-svnscha-mcp-windbg

Bridges AI models with WinDbg for crash dump analysis and remote debugging.

98.11,554 stars · 153 forks
Harnessclaudecursorcodexopencodegemini
glamamcp
No one-command install · SourceDetails
MCPsPreview

isaacphi-language-server

Provides intelligent code analysis and manipulation across multiple programming languages through language server protocols, enabling developers to explore, understand, and refactor complex codebases.

98.11,586 stars · 143 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

nictuku-meta-ads

Provides a bridge to Facebook's Marketing API for analyzing ad campaigns, reviewing creatives, and monitoring metrics through secure OAuth authentication

98.11,225 stars · 271 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

ezyang-codemcp

Coding agent with basic read, write and command line tools.

98.11,608 stars · 140 forks
Harnessclaudecodexcursorgeminiopencode
mcpcoding-agents
No one-command install · SourceDetails
MCPsPreview

obsidian-mcpvault

Use to let an agent read and write an Obsidian vault (search notes, follow wikilinks, and update frontmatter) so a markdown knowledge graph becomes a first-class agent surface.

98.11,674 stars · 128 forks
Harnessclaude
obsidianvaultnotesknowledge-graph
No one-command install · SourceDetails
SkillsPreview

context-engineering-kit

Hand-crafted collection of advanced context engineering techniques and patterns with minimal token footprint focused on improving agent result quality.

98.01,508 stars · 154 forks
Harnessclaude
skill
No one-command install · SourceDetails
MCPsExperimental

pg-aiguide

Enables semantic search across PostgreSQL, TimescaleDB, and PostGIS documentation to help AI coding assistants write better PostgreSQL code.

98.01,848 stars · 110 forks
Harnessclaudecursorcodexopencodegemini
glamamcp
No one-command install · SourceDetails
MCPsPreview

voice

Enables two-way voice conversations through multiple transport methods including local microphone recording and LiveKit room-based communication, with configurable STT/TTS services and automatic transport fallback for creating voice-enabled applications.

98.01,346 stars · 189 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsPreview

mnemox-ai-tradememory

Persistent outcome-weighted memory for trading agents with trade journaling, behavioral bias detection, and strategy adjustment.

98.01,411 stars · 166 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
MCPsExperimental

gortex

High-performance code graph and code intelligence engine. Index code base into knowledge graph, supports 257 languages and native multi repositories environment

98.01,516 stars · 144 forks
Harnessclaudecursorcodexopencodegemini
glamamcp
No one-command install · SourceDetails
MCPsPreview

mathworks-matlab

Run MATLAB using AI applications with the official MCP server from MathWorks, enabling code execution, evaluation, and static analysis

98.01,578 stars · 129 forks
Harnessclaudecodexcursorgeminiopencode
mcppulsemcp
No one-command install · SourceDetails
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
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