io.github.kensaurus/mushi-mushi

Bug translation for vibe coders: plain-English diagnosis + paste-ready fix in your AI coding agent

io.github.MrRefactoring/atlassian-dc-mcp-confluence

MCP server for Atlassian Confluence Data Center - access and manage content

io.github.vouchdev/vouch

Git-native, review-gated knowledge base for LLM agents. Cited retrieval, audited writes.

io.github.VamsiSudhakaran1/release-gate

Pre-deploy security auditor for AI agent code — the risks generic SAST misses.

io.github.ArtKeyAi/bhived-mcp

Shared knowledge graph, skills, and tool discovery for AI agents through the Model Context Protocol.

io.github.kitepon-rgb/aiterm-mcp

AI drives one persistent tmux-backed terminal over MCP; ssh, containers & agent TUIs nest in it.

eu.metaengine/mcp-server

Spec-first code generation: OpenAPI, GraphQL, Protobuf, and SQL to typed clients in 11 languages.

io.github.RedHatInsights/insights-mcp

Model Context Protocol server for Red Hat Lightspeed - advisor, image builder, inventory, and more

org.filetourl/mcp

Upload a file and get a public shareable URL via API or MCP.

io.github.Lykhoyda/ask-llm

Unified MCP server — auto-detects Gemini, Codex, Ollama, Antigravity; registers available tools

io.github.Lykhoyda/ask-codex

Bridge Claude with OpenAI Codex CLI for AI-to-AI collaboration, code review, and second opinions

com.setfork/setfork

Runnable, versioned lists agents can search, read, create and update. Git under the hood.

io.github.seob717/redash-mcp

Connect Redash to Claude -- query data, manage dashboards, and run SQL with natural language.

com.smartbear/smartbear-mcp

MCP server for AI access to SmartBear tools, including BugSnag, Reflect, Swagger, PactFlow, QTM4J.

io.github.abhiyoheswaran1/projscan

Agent-first MCP. 11 AST adapters, 12 named languages, 51 tools, mission outcomes. Local.

io.github.AncientiCe/palace-rs

Local-first memory for coding agents — MCP server, single SQLite file, local embeddings

io.github.djerok/glm-mcp

GLM (Zhipu/Z.ai) as a ~10x cheaper file-editing subagent for AI coding agents.

dev.agentshare/price-api

Solana DeFi MCP: Meteora DLMM brief+detail; Solana DEX scout. Commerce optional.

io.github.hoornet/agentdocs-mcp

MCP server for AgentDocs (agentdocs.eu): read, search, write, comment on & share Markdown docs.

io.github.hjqcan/goodmemory

Durable user/project memory for MCP clients: recall context and remember selected facts.

io.github.RajeevSirohi/mcp-server-terraform

Safety-first Terraform: confirmation-gated apply/destroy, risk & cost analysis, drift detection

com.myhuiban.www/conference-partner

Academic conference & journal CFP deadlines, CCF/ICORE/QUALIS rankings, acceptance rates.

io.github.shigechika/eos-mcp

MCP server for Arista EOS device operations via eAPI

com.iconsroom/mcp

Search 276,000+ open source icons and insert them as SVG or React components while you code.