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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.

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.

wandb-weave-evals

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

agentmail

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

codex-skill

Enables users to prompt codex from claude code. Unlike the raw codex mcp server, this skill infers parameters such as model, reasoning effort, sandboxing from your prompt or asks you to specify them. It also simplifies continuing prior codex sessions so that codex can continue with the prior context.

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.

ihor-sokoliuk-searxng

Integrates SearXNG API to enable web searches with pagination control for up-to-date information retrieval and content analysis.

gitkraken

Git CLI with integrated MCP server for GitHub, GitLab, Bitbucket, Azure DevOps, and Jira

yargi

Integrates with Turkish legal databases to provide unified search and retrieval of court decisions from Yargitay, Danistay, Constitutional Court, and UYAP Emsal systems in Markdown format.

langtrace

Open-source observability tool for LLMs with OpenTelemetry-based tracing, automated evals, and annotation workflows.

google-ads

Access Google Ads API for campaign management and performance reporting.

jjsantos-qgis

Enables AI systems to perform complex GIS operations in QGIS through a socket-based architecture that exposes geospatial capabilities like adding layers, executing processing algorithms, and rendering maps.

drawio-live

Launches/connects to the visible draw.io desktop editor and edits its active graph model in real time, allowing AI agents to draw scientific figures step by step.

agent-network-protocol

Open source protocol for agent communication, defining how agents connect with each other

haft

Haft is an MCP server that enforces engineering discipline for AI-assisted software delivery, providing tools for problem framing, decision contracts, and commission-based execution harnesses.

aidc-ai-pixelle

Integrates with ComfyUI workflows to provide text-to-image, image-to-image, and image-to-video generation capabilities through natural language interactions for creative content creation.

arcadedb

Multi-model database with built-in MCP support for SQL, Cypher, Gremlin, and GraphQL queries.

ai-trader

Enables AI assistants like Claude to run backtests, fetch market data, list strategies, and analyze trading algorithms via natural language.

rohitg00-kubectl

Enables natural language interaction with Kubernetes resources, allowing developers to manage clusters through conversational interfaces instead of complex kubectl commands.

bernstein

Declarative agent orchestration for engineering teams.

agiresearch-a-mem

A-MEM: Agentic Memory for LLM Agents

Contributed by Sentinel

operative-sh-web-ux-evaluator

Enables automated browser interactions for evaluating web application user experiences, capturing console logs and network requests to generate detailed usability reports and recommendations.

tencentcloudbase-cloudbase-ai-toolkit

One-stop backend services for WeChat Mini-Programs and full-stack apps. Provides specialized MCP tools for serverless cloud functions, databases, and one-click deployment to production with China market access through WeChat ecosystem.

iwe

iwec gives AI agents structured access to your Markdown notes as a knowledge graph instead of a pile of files. Agents search, retrieve, traverse, and refactor your notes by structure and links — not blind text similarity — working from the same plain .md files you edit by hand. No database, no cloud