Vibe Coding Discover

Category

MCP

Model Context Protocol servers, SDKs, and tooling.

446 projects

tiger-cli

★ 119

Tiger CLI is the Go command-line client for Tiger Cloud Postgres/TimescaleDB, bundling an MCP server so coding agents can list and manage services, run parameterized SQL, and read schema context. It also proxies a docs MCP for Postgres/TimescaleDB search and supports read-only production safeguards.

MCP | Go · postgres · timescaledb

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overclick

★ 116

Self-hosted Kanban board where MCP-capable coding agents claim cards, do the work, and report back measured tokens/time per model. Ships a 32-tool MCP server, Docker deploy, and human-only validation step. No tracking, data stays on your instance.

MCP | TypeScript · mcp-server · kanban

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mingpan

★ 115

An MCP server that provides deterministic Chinese metaphysics chart and calendar calculations, including BaZi, Zi Wei Dou Shu, LiuYao, MeiHua YiShu, Da Liu Ren, and Qi Men Dun Jia. Runs locally over stdio or remotely over HTTP; interpretation is left to the connected AI.

MCP | TypeScript · MCP server · Chinese metaphysics

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knowl

★ 115

Knowl provides persistent local memory for coding agents through an MCP server and CLI. It stores typed, sourced facts in SQLite and retires superseded facts so agents can retrieve current project decisions across sessions.

MCP | TypeScript · agent memory · persistent memory

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Unity-AI-Animation

★ 115

An MCP tool package for Unity that lets AI clients create, inspect, and modify AnimationClips and AnimatorControllers using natural-language requests. It supports clip curves and events, plus animator states, parameters, and transitions.

MCP | C# · Unity · animation

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TraceWeave

★ 115

An MCP server that helps AI assistants debug RTL simulations by correlating VCS/Xcelium logs, VCD/FSDB waveforms, SystemVerilog/UVM source, hierarchy, and connectivity. Provides evidence-backed failure analysis, waveform comparison, handshake checks, and signal tracing.

MCP | Python · RTL debugging · MCP server

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rf-mcp

★ 115

An MCP server that lets AI agents discover Robot Framework keywords, execute test steps live, and generate .robot suites. Supports browser, mobile, API, database, and optional desktop automation.

MCP | Python · MCP server · test automation

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rustchain-mcp

★ 115

Python MCP server exposing RustChain blockchain, BoTTube video and Beacon messaging tools so AI agents can hold wallets, send signed RTC micropayments, hunt bounties, publish videos and message each other. Includes CrewAI/LangChain wrappers and an optional SSE event relay.

MCP | Python · mcp-server · agent-economy

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moira

★ 115

Self-hostable MCP server that runs node-graph agent workflows with per-step directives, completion conditions, and JSON-Schema-validated outputs. Ships a React web UI for authoring/monitoring, OAuth 2.1 protection, and single-container Docker deployment.

MCP | TypeScript · model-context-protocol · agent-workflow

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deepl-mcp-server

★ 114

Official DeepL MCP server exposing translation, document translation, rephrasing, glossary, and style-rule lookup as MCP tools over stdio. Drop it into Claude Code, Cursor, or VS Code with a DEEPL_API_KEY to add translation capabilities to an agent.

MCP | JavaScript · mcp-server · translation

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flameox

★ 114

Flameox is a local-first MCP server that lets coding agents capture and analyze bounded runtime evidence: CPU/GPU profiles, traces, memory data, and benchmark comparisons across Python, native code, and inference stacks. It coordinates py-spy, Memray, Perfetto, OTLP, torch, and aiperf with explicit artifact paths and n

MCP | Python · mcp-server · profiler

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mcp-server

★ 113

An MCP server for AI-assisted SAP CAP development. It exposes tools to search CAP documentation using local embeddings and find definitions in compiled CDS models, for clients such as Claude Code, VS Code, and Codex.

MCP | JavaScript · MCP server · agentic coding

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earl

★ 113

Earl is a Rust CLI and MCP server that gives agents access to external services through human-authored HCL operation templates. It keeps credentials in OS or external secret stores and limits agent-controlled inputs to template parameters.

MCP | Rust · MCP server · AI agents

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buddy

★ 113

Local-first MCP server that adds a persistent virtual-pet companion to MCP-capable coding CLIs like Claude Code, Codex, and Cursor. It gives personality-driven code-review nudges, XP/species progression, SQLite-backed memory, and a Guard Mode that flags unchallenged reasoning assumptions.

MCP | TypeScript · mcp-server · virtual-pet

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us-gov-open-data-mcp

★ 112

MCP server and standalone TypeScript SDK exposing 300+ tools across 40+ U.S. government and international data APIs. Supports stdio and HTTP transports, selective module loading, cross-agency queries, and WASM-sandboxed code execution.

MCP | TypeScript · government data · open data

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apps-sdk-template

★ 112

A minimal TypeScript starter for building ChatGPT Apps backed by an MCP server, with React widget rendering, local development tools, and Alpic deployment support.

MCP | TypeScript · MCP server · ChatGPT Apps

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mcp-server-plugin

★ 112

Jenkins plugin implementing the server side of the Model Context Protocol, exposing Jenkins jobs, builds, and logs as MCP tools and resources over SSE, Streamable HTTP, or stateless transports. Lets LLM agents and IDEs drive Jenkins with the same credentials as the instance.

MCP | Java · mcp-server · jenkins

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publisher

★ 111

Malloy Publisher is an open-source analytics engine that serves Malloy semantic data models over MCP and REST, so AI agents, apps and BI tools query governed models instead of writing raw SQL. It bundles agent skills, dashboards, materialization, and row-level access control.

MCP | TypeScript · mcp-server · semantic-modeling

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mcp-wordpress

★ 110

An MCP server that lets AI assistants manage WordPress sites through 71 tools for content, media, users, SEO, and site operations. Supports multiple sites and integrates with clients such as Claude Desktop.

MCP | JavaScript · WordPress · CMS

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mcp-screenshot-website-fast

★ 110

An MCP server and CLI that captures webpages and returns screenshots sized and tiled for AI vision workflows. Supports full-page capture, CSS selector screenshots, screencasts, and saving images to disk.

MCP | TypeScript · MCP server · web screenshots

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open-affiliate

★ 110

An open registry of affiliate programs with structured program data, a public API, CLI, SDK, and MCP server. AI agents can search programs and retrieve details such as commissions, cookie duration, and payout terms.

MCP | TypeScript · MCP server · affiliate programs

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fcp-mcp-server

★ 110

An MCP server that lets Claude and other MCP clients inspect, edit, generate, and validate Final Cut Pro timelines through FCPXML. Includes transcript-based editing, media analysis, timeline QC, and optional import into a running Final Cut Pro.

MCP | Python · Final Cut Pro · FCPXML

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githits-cli

★ 110

GitHits provides a CLI and MCP server that lets coding agents search indexed open-source code, read source and documentation, find examples, and inspect package health. It integrates with multiple coding tools through local or hosted MCP setup.

MCP | TypeScript · code search · code navigation

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geo-mcp-servers

★ 110

A curated, health-tracked catalog of MCP servers for geospatial work, covering mapping, geocoding, routing, spatial databases, earth observation, and GIS. Includes a Claude Code skill for searching the catalog and adding server listings.

MCP | Python · geospatial · GIS

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open-supermarkets

★ 110

TypeScript CLI, HTTP API, MCP server (22 tools) and agent skills giving AI agents a shared layer to search live supermarket catalogues, compare prices, build baskets and preview checkout across 10 providers in 7 countries. Batch primitives and optional Open Food Facts enrichment included.

MCP | TypeScript · grocery · supermarket

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growth-engineer

★ 108

A catalog of go-to-market tools and workflows, exposed through a read-only MCP server. Agents can search entries, fetch their Markdown instructions, and use workflow prompts to carry out documented growth tasks.

MCP | TypeScript · MCP server · go-to-market

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langfuse-mcp

★ 106

A local or HTTP MCP server that lets AI clients query and analyze Langfuse traces, sessions, exceptions, metrics, prompts, and datasets. Includes a Langfuse agent skill and supports Claude Code, Codex, Cursor, and other MCP clients.

MCP | Python · Langfuse · observability

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metronix-memory

★ 105

Self-hosted MCP memory server giving AI agents durable, scoped memory plus hybrid dense+SPARSE+Neo4j graph retrieval with citations. Ships Docker stack, REST/OpenAI-compatible APIs, connectors, and eval harnesses.

MCP | Python · agent-memory · rag

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uml-mcp

★ 104

An MCP server that lets AI assistants generate, validate, and render UML and other diagrams from natural-language requests or source text. Supports about 37 Kroki-backed diagram types, including PlantUML, Mermaid, D2, BPMN, and C4.

MCP | Python · UML · diagram generation

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kiln

★ 104

Kiln is a local MCP server, CLI and TypeScript library that lets a coding agent write JavaScript programs to build game-ready GLB models, render views, review results and revise. Includes authoring, editing and QA skills for harnesses like Claude Code and Codex.

MCP | TypeScript · text-to-3d · 3d

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mcp-dap-server

★ 104

Go MCP server bridging MCP clients to DAP-compatible debuggers so AI agents can start sessions, set breakpoints, step, inspect stack/variables, attach to processes, and debug core dumps. Exposes 13 tools over stdio; includes agent skills and prompts.

MCP | Go · mcp-server · dap

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Superpower

★ 104

Superpower is a browser extension plus Qt desktop app that brings MCP tool execution into web AI chats like ChatGPT, Gemini and Grok. It detects structured tool calls, runs local/remote MCP servers with review-first guarded workflows, and adds page/YouTube summarization and local knowledge capture.

MCP | TypeScript · mcp-client · browser-extension

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mcp-server

★ 104

Official Harness MCP server exposing the Harness.io platform to AI agents via 11 consolidated tools and 251 resource types across CI/CD, GitOps, feature flags, cloud cost and security. Supports stdio, HTTP, OAuth and multi-user deployments with 35 prompt templates.

MCP | TypeScript · mcp-server · harness

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pluggedin-app

★ 103

A self-hostable MCP hub for discovering, configuring, and aggregating MCP servers for AI clients. It also provides document storage, semantic search and RAG, persistent AI memory, workspaces, and activity logs.

MCP | TypeScript · MCP client · MCP server

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mcp-server

★ 102

An MCP server that gives AI clients UI5-specific development tools, including project scaffolding, API reference lookup, guidelines, project inspection, manifest validation, and linting.

MCP | TypeScript · MCP server · UI5

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basemind

★ 102

A Rust MCP server that gives coding agents repository code maps, document RAG, shared memory, agent communication, web crawling, and git history tools. Supports 300+ languages and integrates with more than 10 coding-agent harnesses.

MCP | Rust · MCP server · coding agents

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ollama-mcp-bridge

★ 102

A Python API bridge that connects Ollama with multiple MCP servers and makes their tools available during chat requests. Supports stdio, HTTP, and SSE transports, tool filtering, streaming, and transparent proxying of other Ollama endpoints.

MCP | Python · Ollama · tool calling

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pfsense-mcp-server

★ 102

MCP server exposing 333 wire-format-verified tools for the pfSense REST API, letting Claude Desktop/Code manage firewall rules, VPN, DNS, DHCP and diagnostics in natural language with a confirmation gate, config backup and rollback on destructive changes.

MCP | Python · mcp-server · pfsense

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jev-webmcp-extension

★ 102

Chrome side-panel extension that converts a page's WebMCP tool schemas into typed Jev questions to predict tool calls, arguments, and confidence from user input, with per-site permissions, manifest screening, and confirmation gates for state-changing tools.

MCP | JavaScript · chrome-extension · webmcp

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chimp

★ 102

Chimp is a Scala 3 SDK from SoftwareMill for building MCP servers and clients with type-safe, boilerplate-less APIs on Tapir and sttp. Supports streamable HTTP and stdio transports plus streaming integrations for Ox, ZIO and Pekko.

MCP | Scala · scala3 · sdk

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formanator

★ 101

Rust CLI and MCP server for checking Forma benefits and submitting claims. It can use an LLM to extract claim details from receipt images or PDFs, with confirmation before submission.

MCP | Rust · MCP server · Forma

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Basecamp-MCP-Server

★ 100

A Python MCP server that connects AI clients to Basecamp 3 through OAuth. It exposes tools for projects, search, todos, messages, card tables, documents, uploads, and other Basecamp resources.

MCP | Python · Basecamp 3 · project management

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davinci-resolve-mcp

★ 100

An MCP server that lets AI assistants read and control DaVinci Resolve projects, timelines, media, color, and rendering. Includes local transcription, vocal isolation, and background removal using open-source AI tools.

MCP | Python · DaVinci Resolve · video editing

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mcp-windows

★ 100

An MCP server and CLI for controlling Windows applications through the Windows UI Automation API. Agents can inspect controls and click, type, select, and read by element identity, with screenshot and coordinate input as a fallback.

MCP | C# · Windows automation · UI Automation

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logic-pro-mcp

★ 100

A local MCP server that lets AI clients control Logic Pro through structured tools and inspect live project state. Mutations use explicit targets, confirmation checks, and readback to report confirmed, uncertain, or failed outcomes.

MCP | Swift · Logic Pro · music production

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jev-mcp

★ 55

A local stdio MCP server that exposes TypeSafe Jev judgments to Cursor, Codex, and other MCP clients. It supports coding-step routing, prepared-call selection, patch review, evidence checks, content screening, and candidate ranking; the host agent executes tools and edits files.

MCP | TypeScript · MCP server · coding workflow

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