Vibe Coding Discover

Category

MCP

Model Context Protocol servers, SDKs, and tooling.

442 projects

roam-code

★ 518

Local-first codebase intelligence CLI and MCP server for AI coding agents. Builds a SQLite code graph across 28 languages, exposing 287 commands and 246 MCP tools for search, impact analysis, change-safety gates and audit evidence. No API keys or source upload.

MCP | Python · mcp-server · ai-coding

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prometheus-mcp-server

★ 517

MCP server exposing Prometheus to AI agents: run PromQL instant and range queries, list metrics, read metric metadata and inspect scrape targets. Ships as Docker image and Helm chart with stdio/HTTP/SSE transports, auth, and multi-tenant support.

MCP | Python · mcp-server · prometheus

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MisakaNet

★ 515

Git-backed failure-memory library where AI agents search 393+ verified debugging lessons. Ships an MCP server with 7 tools (search, get_lesson, preflight, intake, write, register) over remote Streamable HTTP or local stdio, plus WebMCP, llms.txt and A2A discovery.

MCP | Python · mcp-server · failure-memory

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tossinvest-cli

★ 509

tossctl is a Go CLI plus MCP server that exposes Toss Securities data (quotes, portfolio, dividends, taxes, order previews) to terminals and AI agents like Claude Code, Codex, and Cursor. Real trading is disabled by default and requires human-approved order previews.

MCP | Go · mcp-server · model-context-protocol

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agent

★ 507

1MCP is a unified MCP runtime that aggregates multiple MCP servers behind one `1mcp serve` process, with a CLI mode (instructions/inspect/run) for progressive tool discovery by agents. It supports stdio proxy, streamable HTTP, template servers, presets, filters and centralized auth.

MCP | TypeScript · mcp-gateway · mcp-proxy

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freee-mcp

★ 504

An MCP server and companion agent skills for accessing freee business APIs. Supports accounting, HR, invoicing, and other freee services, with OAuth authentication, OpenAPI request validation, and tools for reading and modifying records.

MCP | TypeScript · MCP server · freee

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lunar

★ 501

Lunar.dev is a self-hosted API gateway plus MCP aggregator that sits between apps/agents and third-party APIs, adding traffic visibility, rate limiting, policy enforcement, retries and circuit breakers. MCPX consolidates multiple MCP servers behind one endpoint for security and observability.

MCP | TypeScript · mcp-gateway · mcp-aggregation

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awesome-osint-mcp-servers

★ 494

Curated awesome-list of MCP servers for OSINT: SOCMINT, network scanning, web scraping, company registries, sanctions screening, threat intel, blockchain and geospatial. A directory to find and wire reconnaissance data sources into Claude, Cursor or other MCP clients — not a server itself.

MCP | osint · mcp-servers

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photoshop-mcp

★ 493

MCP server exposing 122 Photoshop tools (atomic ops plus one-step recipes) so Claude, Cursor or a built-in chat UI can drive image editing in plain language. Ships a standalone web UI, ExtendScript/UXP bridge and Adobe Firefly generative features.

MCP | TypeScript · photoshop · adobe

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tunnel-client

★ 485

OpenAI's customer-run daemon that connects private or localhost MCP servers to ChatGPT, Codex, the Responses API, and AgentKit via an OpenAI-hosted tunnel, avoiding public exposure. Go CLI with health/metrics endpoints, OAuth support, and an embeddable Go SDK.

MCP | Go · mcp-tunnel · mcp-gateway

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hevy-mcp

★ 482

MCP server for the Hevy fitness app exposing 22 tools to read, analyze, create, and update workouts, routines, exercise templates, and body measurements. Works with hosted Streamable HTTP OAuth or local stdio via npx/Docker; requires a Hevy PRO API key.

MCP | TypeScript · mcp-server · model-context-protocol

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appium-mcp

★ 481

Appium MCP is a TypeScript MCP server that gives AI assistants tools to drive Android and iOS automation: session management, vision-based element finding, locator generation, and Java/TestNG test code generation. Works with Cursor, Claude Code, and Gemini CLI.

MCP | TypeScript · mcp-server · appium

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octocode

★ 476

Rust CLI and MCP server that indexes a codebase into embeddings and a tree-sitter AST knowledge graph, exposing semantic search, GraphRAG navigation, structural search, and optional LSP tools to Claude, Cursor, and other MCP clients. Local-first, Apache-2.0, with a reproducible retrieval benchmark.

MCP | Rust · mcp-server · semantic-search

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graymatter

★ 472

GrayMatter is a local-first Go memory layer for AI agents, available as an MCP server, CLI, and Go library. It stores and retrieves relevant facts across sessions, builds an optional knowledge graph, and integrates with clients such as Claude Code, Cursor, and Codex.

MCP | Go · agent memory · persistent memory

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mcp-google-map

★ 466

A TypeScript MCP server and CLI that exposes 18 Google Maps tools for AI agents, including geocoding, place search, directions, route planning, weather, and air quality. Supports stdio and Streamable HTTP transports, plus an agent skill for CLI use.

MCP | TypeScript · Google Maps · geospatial

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mingyu

★ 458

Mingyu is an open-source Chinese metaphysics toolkit that computes Bazi, Ziwei, tarot, Liuyao, Qimen and other charts and emits structured prompts for LLM interpretation. Ships an MCP server (remote SSE + npx), an agent skill, REST API and the mingyu-core npm package.

MCP | TypeScript · bazi · ziwei

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jev-mcp

★ 457

MCP server wrapping TypeSafe's Jev (System One) model as three typed judgment tools: verify claims against evidence, screen text for prompt injection, and rank candidates semantically with no embeddings. Returns calibrated probability distributions in ~150-500ms.

MCP | JavaScript · model-context-protocol · typescript

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firefox-devtools-mcp

★ 447

An MCP server that lets AI assistants automate Firefox through WebDriver BiDi. It provides tools for page navigation and interaction, screenshots, console and network inspection, and browser debugging; it requires a local Firefox installation.

MCP | TypeScript · Firefox · browser automation

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bug-bounties

★ 435

Community-maintained directory of 3,000+ bug bounty and vulnerability disclosure programs, shipped as an MCP server, REST API and web app. The TypeScript MCP server lets agents search programs, policies and disclosure contacts for security research.

MCP | TypeScript · bug-bounty · security

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mcpstore

★ 431

mcpstore is a Rust-built manager for MCP services with CLI, desktop GUI, HTTP API, and Python/Rust SDKs. It orchestrates MCP server lifecycles, groups tools per agent, and converts MCP tools into LangChain, LangGraph, OpenAI, AutoGen, CrewAI, or LlamaIndex tools.

MCP | Rust · mcp-hub · mcp-client

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ProjectAtlas

★ 428

Rust-native CLI and MCP server that builds a persistent SQLite map of a repository (folders, files, purposes, symbols, relations) so coding agents like Codex, Claude Code, and OpenCode locate the right code before reading files, with local token-savings telemetry. Worktree-aware and fully local, no hosted index.

MCP | Rust · code-intelligence · repository-map

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memento-mcp

★ 426

Memento MCP is a TypeScript MCP server that gives LLM clients (Claude Desktop, Cursor, Copilot) persistent long-term memory backed by Neo4j. It offers a versioned knowledge graph of entities and relations with vector semantic search, point-in-time history, and time-based confidence decay.

MCP | TypeScript · knowledge-graph · memory

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openaccountants

★ 413

Open-source library of 1,800+ accountant-reviewed tax guides across 230+ jurisdictions, served to LLMs via an included Python MCP server, agent skills, and per-country packages. Each guide is either reviewed by a named licensed accountant or source-cited, with nightly accuracy checks.

MCP | Python · tax · accounting

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marm-memory

★ 409

MARM Memory is a local-first MCP server that gives AI coding agents persistent memory in SQLite. It fuses session history, repository code graphs and concept graphs behind 14 MCP tools over HTTP/STDIO, with semantic re-ranking and no cloud dependency.

MCP | Python · mcp-server · agent-memory

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studio

★ 407

deco Studio is a self-hostable control plane for AI agents: one governed MCP endpoint with an encrypted token vault, agent publishing, model routing (OpenRouter or direct providers), SSO/RBAC, audit logs, and per-thread token and cost observability. Runs locally via bunx or self-hosted.

MCP | TypeScript · mcp-server · mcp-client

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mcp-local-rag

★ 405

A TypeScript MCP server and CLI that builds a fully local hybrid (semantic + keyword) index over PDF, DOCX, Markdown, text, and HTML documents. Runs embeddings and vector storage on-device with LanceDB and Hugging Face models, so private docs stay searchable offline from Claude Code, Cursor, Codex, or the terminal.

MCP | TypeScript · mcp-server · local-rag

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clawdcursor

★ 402

Local MCP server giving any tool-calling agent safe control of the real desktop on Windows, macOS, and Linux. It compiles the screen into one UI map (accessibility tree + OCR) with stable element IDs, acts by ID with reaction verification, and routes every action through one safety gate.

MCP | TypeScript · mcp-server · computer-use

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mcp-teams-server

★ 401

A Python MCP server that lets compatible AI clients read Microsoft Teams messages, create threads and replies, mention members, and list channel members. Supports stdio, Streamable HTTP, and legacy SSE transports.

MCP | Python · Microsoft Teams · messaging

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polymarket-paper-trader

★ 397

MCP server and CLI that gives AI agents $10k paper money to trade real Polymarket order books, with level-by-level fills, slippage and fee modeling, strategy backtesting, P&L stats and a leaderboard. Companion benchmark harness scores LLMs on prediction markets.

MCP | Python · mcp-server · polymarket

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bagel

★ 397

Bagel is an MCP server that lets LLM clients query robotics, drone, and IoT data in plain English, translating questions into auditable DuckDB SQL over ROS1/ROS2/MCAP, PX4, ArduPilot, Betaflight, automotive, and live IoT formats. It also ships an edge data reduction pipeline that detects events on-device and keeps only

MCP | Python · mcp-server · model-context-protocol

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blockrun-mcp

★ 395

TypeScript MCP server that gives Claude and other compatible agents tools for web and X search, research, markets, crypto, media generation, and Polymarket trading. Calls are billed per use through a USDC wallet or BlockRun API key.

MCP | TypeScript · MCP server · AI agents

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mcp-server-12306

★ 394

A Python MCP server that exposes 12306 train ticket availability, fares, station search, transfer plans, and route-stop queries. Supports stdio and Streamable HTTP transports for MCP-compatible clients.

MCP | Python · 12306 · train tickets

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mcp-server-azure-devops

★ 393

Community MCP server exposing Azure DevOps as tools for AI assistants: projects, work items, repos, pull requests, branches, pipelines, wikis, and search. Useful for on-prem Azure DevOps Server and older versions; MIT, TypeScript, runs via npx.

MCP | TypeScript · mcp-server · azure-devops

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mcpproxy-go

★ 379

MCPProxy is a Go single-binary proxy that puts one safe endpoint in front of many MCP servers. It exposes a small discover/call/audit tool surface with BM25 tool search to cut token usage, plus quarantine, security scans, and local audit logging.

MCP | Go · mcp-proxy · mcp-server

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accounted

★ 378

Swedish accounting software with 150+ MCP tools that let AI agents categorize transactions, draft vouchers, reconcile periods, and prepare declarations. Posting requires human approval; the application can be self-hosted.

MCP | TypeScript · MCP server · AI agents

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yahoo-finance-mcp

★ 355

Python MCP server exposing Yahoo Finance data as tools: historical prices, stock info, financial statements, holders, options chains, analyst recommendations, and news. Drop it into Claude Desktop or any MCP client to query market data conversationally.

MCP | Python · mcp-server · yahoo-finance

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mcp-omnisearch

★ 350

MCP server exposing four consolidated tools (web_search, ai_search, github_search, web_extract) that unify Tavily, Brave, Kagi, Exa, Linkup, Firecrawl, and GitHub behind one interface. Providers without API keys are skipped, so it works with whatever keys you have.

MCP | TypeScript · model-context-protocol · web-search

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tableau-mcp

★ 345

Tableau's official MCP server exposing Tableau tools, resources and prompts so AI agents can query datasources, browse workbooks/views and render visualizations. Runs hosted at mcp.tableau.com with OAuth or self-hosted via npx/Docker against Tableau Server or Cloud.

MCP | TypeScript · mcp-server · model-context-protocol

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mcp-email-server

★ 343

A cross-platform MCP server that lets AI clients read, search, organize, and send email through IMAP and SMTP. Includes multi-account configuration and a local management UI.

MCP | Python · email · IMAP

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mcp-logseq

★ 338

A Python MCP server that lets AI assistants read, search, create, and manage a Logseq graph through its local HTTP API. Optional vector search uses LanceDB with local Ollama or hosted OpenAI-compatible embeddings.

MCP | Python · Logseq · knowledge management

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emisar

★ 336

Emisar provides an MCP interface for AI agents to operate infrastructure through declared, policy-bounded actions. A host runner validates actions locally; approvals, redaction, and audit trails help control production access.

MCP | Elixir · MCP server · AI agents

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typesafe-mcp

★ 334

Go MCP server exposing TypeSafe Jev's evaluate tool so agents like Claude Code, Desktop and Codex get typed judgments (probability, choice, score) instead of prose to parse. One command registers it with all three clients.

MCP | Go · mcp-server · golang

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daiso-mcp

★ 333

Remote MCP server, npx CLI, and Codex Skill exposing Korean retail and cinema data: Daiso, convenience stores, Olive Young, Lotte Mart, gas prices, local places, and CGV/Megabox/Lotte Cinema showtimes and seats. No API key required.

MCP | TypeScript · mcp-server · remote-mcp

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mac_messages_mcp

★ 329

macOS-only MCP server that gives LLM clients read-only access to the local iMessage and Contacts databases for searching, reading, and analyzing conversations, plus an explicit send tool. Handles phone-number normalization, attachments, group chats, and permission diagnostics.

MCP | Python · mcp-server · imessage

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session-knowledge

★ 327

Local MCP server that indexes your Claude Code session transcripts into a searchable SQLite FTS5 knowledge base and exposes 13 MCP tools for full-text search, timelines, code and credential lookup. Pure Python stdlib, no embeddings or API calls, nothing leaves your machine.

MCP | Python · mcp-server · claude-code

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Ori-Mnemos

★ 325

Local-first persistent memory infrastructure for AI agents: an MCP server + CLI storing memory as markdown plus a SQLite index. Features a wiki-link knowledge graph, ACT-R decay, Hebbian co-occurrence edges and four-signal retrieval fusion, with lifecycle bridges for Claude Code, Cursor and other clients.

MCP | TypeScript · agent-memory · persistent-memory

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concord-mcp

★ 323

Local-first MCP server that gives coding agents (Claude Code, Codex, Cursor, Gemini CLI, Grok) a shared work-state: claim files, get overlap warnings, send replyable messages, hand off tasks, and emit review packets backed by a repo-local SQLite store.

MCP | TypeScript · mcp-server · model-context-protocol

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postman-mcp-server

★ 317

Official Postman MCP server that exposes Postman collections, OpenAPI specs, environments, and docs as tools to AI agents like Claude Code, Cursor, VS Code Copilot, and Gemini CLI. Ships minimal/code/full/learn tool modes over remote HTTP or local stdio.

MCP | TypeScript · mcp-server · model-context-protocol

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RhinoAI

★ 316

Official McNeel Rhino MCP server that exposes Rhino 3D modeling to AI agents, letting Claude, Copilot, Codex or Gemini create and edit Rhino geometry through MCP. Includes a connector plugin and docs for setup.

MCP | C# · mcp-server · rhino3d

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nuphus-mcp

★ 315

A Rust MCP server that gives compatible AI clients 45 tools for desktop and Chrome automation over stdio. It includes semantic accessibility controls, local OCR, and optional BYOK vision-model support.

MCP | Rust · MCP server · desktop automation

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langserver

★ 311

Nim language server (nimlangserver) based on nimsuggest. Runs as an LSP server for editors/IDEs or as an MCP server for AI coding agents like Copilot, Claude Code, and Gemini, providing Nim code completion, diagnostics, and navigation.

MCP | Nim · language-server · lsp

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apollo-mcp-server

★ 310

A Rust MCP server that exposes configured GraphQL operations as tools for AI clients. It connects to an Apollo graph and supports MCP clients such as LLM applications and MCP Inspector.

MCP | Rust · MCP server · GraphQL

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mcp-servers-nix

★ 306

Nix framework and package set for declaring, packaging, and deploying MCP servers reproducibly. Generates client configs for Claude Desktop, Claude Code, VS Code, Codex, OpenCode, and Zed with security-focused credential handling.

MCP | Nix · nix-flakes · mcp-servers

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system-one-connector

★ 303

A Go MCP server that lets AI agents request typed judgments from TypeSafe's Jev model, returning choices, scores, and probabilities instead of prose. Supports batch evaluation and can connect to open-weight models through a compatible endpoint.

MCP | Go · MCP server · structured evaluation

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forgetful

★ 301

An MCP server that gives AI agents persistent, semantically searchable memory. It stores atomic notes, links related memories into a knowledge graph, and supports projects, entities, documents, skills, and multi-agent plans using SQLite or PostgreSQL.

MCP | Python · agent memory · MCP server

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shodh-memory

★ 295

Local-first, LLM-free cognitive memory for AI agents and robots in one offline Rust binary. Uses local MiniLM embeddings and GLiNER NER to build a typed knowledge graph with Hebbian decay, and exposes MCP/REST/Zenoh interfaces for Claude, Cursor, ROS2, and edge devices.

MCP | Rust · agent-memory · local-first

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premiere-pro-mcp

★ 294

Local-first MCP server that gives Claude, Codex, Cursor or other MCP clients structured control over supported Adobe Premiere Pro workflows via a CEP/UXP bridge: media import, timeline edits, effects, MOGRT authoring and export, with preview and approval steps.

MCP | TypeScript · mcp-server · adobe-premiere-pro

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CNEquity

★ 291

Self-hosted China A-share data lake with 42 daily-updated datasets in Parquet/DuckDB, row-level provenance, PIT semantics and adjustment built in. Ships 6 native MCP tools so AI agents and Python/Polars/DuckDB clients query the same local lake, with no registration or API token.

MCP | Python · a-shares · china-stock-market

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affine-mcp-server

★ 289

MCP server that connects AI assistants (Claude Code, Cursor, Codex, Claude Desktop) to AFFiNE workspaces over stdio or HTTP. Exposes 106 canonical tools backed by AFFiNE GraphQL/WebSocket APIs for documents, databases, blocks, and comments, with Docker and OAuth support.

MCP | JavaScript · mcp-server · model-context-protocol

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homebutler

★ 289

Single Go binary homelab server toolkit that snapshots server state and reports only meaningful changes (container replaced, port owner changed, disk moved). Exposes CLI, JSON, web dashboard, and a built-in MCP server so AI agents can inspect servers without an SSH shell. No daemon, no database, no AI required.

MCP | Go · mcp-server · homelab

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knowledge-rag

★ 288

A local-first RAG server exposed through 13 MCP tools for Claude Code and other AI clients. It indexes documents locally and combines semantic search, BM25, and cross-encoder reranking without external servers or API keys.

MCP | Python · local RAG · MCP server

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mikrotik-mcp

★ 287

MikroTik MCP is a Python MCP server that lets AI assistants like Claude talk to MikroTik RouterOS devices, executing commands for VLANs, firewall, DNS and more. It supports SSH-based multi-device inventories and runs with Claude Desktop or MCP Inspector.

MCP | Python · mcp-server · mikrotik

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EDT-MCP

★ 285

EDT-MCP is an Eclipse plugin for 1C:EDT that exposes a Model Context Protocol server over Streamable HTTP/SSE, letting AI assistants like Claude, Copilot and Cursor inspect workspaces, analyze and edit BSL code, validate 1C queries, refactor metadata and launch applications.

MCP | Java · mcp-server · 1c-enterprise

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dsh-memory

★ 279

Long-term memory for AI agents: conversations sink into plain-markdown cognitive graphs, with deterministic rule-based retrieval, guardrails and full audit trails (no LLM judgment, no vectors). Ships as a stdio MCP server / DSH-Cordis plugin for Claude Code, Codex CLI or CodeBuddy.

MCP | Python · long-term-memory · persistent-memory

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seo-monster

★ 274

SEOMonster is a stdio MCP server exposing ~70 SEO tools over your own Google Search Console, GA4, PageSpeed/CrUX, Cloudflare and IndexNow credentials. Read-first, gated writes, installable via uvx; pairs with Claude, Cursor, Cline or Codex.

MCP | Python · mcp-server · seo

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papergraph-mcp

★ 272

PaperGraph MCP is a stdio MCP server that turns arXiv papers, local LaTeX and PDFs into an evidence-grounded theorem dependency workspace. Agents can build Paper Maps, trace proof and citation evidence, plan reading order, resolve blocked references, and export Markdown reading reports without guessing dependencies.

MCP | Python · mcp-server · arxiv

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gram

★ 271

Gram is Speakeasy's open source AI control plane: a self-hostable gateway to connect, secure, observe and distribute MCP servers, Skills and assistants across an organization, with RBAC, SSO sync, PII/injection guardrails, token-cost telemetry and full audit logging.

MCP | Go · mcp-gateway · mcp-server

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sms

★ 270

A self-hosted OpenStreetMap tile and routing server with an MCP interface for agent workflows. Exposes tools for route planning, POI search, optional geocoding, and GPX export.

MCP | Python · MCP server · OpenStreetMap

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qanat

★ 269

Agent-first backtesting engine that turns raw data into portfolio weights via a YAML-defined DAG of SQL/Python steps over DuckDB. Ships an MCP server so agents build, run, and inspect strategies; walk-forward backtests with fees, slippage, and in/out-of-sample splits.

MCP | Python · quant · backtesting

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bankmcp

★ 265

A self-hosted, read-only MCP server that connects personal bank accounts through Enable Banking and exposes balances, transactions, and monitoring tools to AI assistants. Includes prompts for budgeting and spending reviews, plus optional alerts.

MCP | TypeScript · banking · open banking

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mcp-server

★ 262

A local MCP server that gives compatible AI clients access to Bitwarden vault operations through the Bitwarden CLI and organization administration through the Bitwarden API. Supports item management, password generation, collections, members, policies, and audit logs.

MCP | TypeScript · Bitwarden · password manager

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qveris-agent-toolkit

★ 262

Monorepo toolkit (MCP server, CLI, JS/Python SDKs, skills, REST docs) that lets AI agents discover, inspect, call and audit third-party professional data services such as finance, weather and maps instead of preloading a full catalog.

MCP | JavaScript · cli · sdk

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mcp-for-stata

★ 261

An MCP server and CLI that lets AI agents run local Stata for econometrics and empirical research. Includes command guards, resource monitoring, log capture, and installation support for multiple agent clients.

MCP | Python · Stata · econometrics

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3dsmax-mcp

★ 261

MCP server exposing ~160 tools so AI agents (Claude, Codex, Cursor) can drive Autodesk 3ds Max 2023-2027 on Windows: scene ops, modeling, materials, lighting, plugin introspection and MAXScript execution, with a bundled agent skill.

MCP | Python · mcp-server · 3ds-max

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PyScrappy

★ 260

Python web-scraping toolkit exposed as an MCP server, giving AI agents tools to pull structured, LLM-ready Markdown/JSON from any URL. Adds self-healing CSS/XPath selectors, TLS-fingerprint stealth, Playwright JS rendering, and 24 built-in site scrapers.

MCP | Python · web-scraping · mcp-server

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fxhoudinimcp

★ 259

MCP server exposing SideFX Houdini's Python API to AI clients through 206 tools, 8 resources and 9 prompts. Covers SOPs, LOPs/USD, DOPs, PDG/TOPs, COPs, HDAs, animation, rendering and VEX, relaying over Houdini's hwebserver on loopback.

MCP | Python · houdini · sidefx

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oracle3-prediction-market-agent

★ 258

Python paper-trading engine and MCP server for Kalshi and Polymarket. It checks probability constraints across related contracts after venue fees and exposes market data, arbitrage checks, and paper-trading tools to AI agents.

MCP | Python · prediction markets · MCP server

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falcon-mcp

★ 258

CrowdStrike Falcon MCP server exposing Falcon security APIs (detections, hosts, intel, SIEM, cloud, identity, RTR) as tools for AI agents. Supports stdio/HTTP transports, module selection, read-only and dynamic modes; Python, MIT licensed, pre-1.0.

MCP | Python · mcp-server · crowdstrike

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robloxstudio-mcp

★ 256

An MCP server that connects AI coding agents to Roblox Studio for live Luau execution, place editing, playtest control, screenshots, multiplayer testing, and profiling. Includes a read-only inspector edition.

MCP | Lua · Roblox Studio · game development

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mcpfusion

★ 256

TypeScript framework for building secure MCP 2.0 servers, with a typed egress firewall (Presenter) that strips/redacts fields before LLM output, FSM state gating that hides disallowed tools, an auditable governance stack, and a SKILL.md that lets AI coding agents scaffold compliant servers.

MCP | TypeScript · mcp-server · security

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Godot-MCP

★ 253

MCP server and Godot Editor addon (C#) exposing 42 tools for AI agents to create/edit scenes, nodes, scripts, and resources, capture screenshots, and inspect runtime errors. Connects to cloud ai-game.dev or a self-hosted MCP server.

MCP | C# · godot · game-development

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FTShare-MCP

★ 248

Documentation and connection examples for FTShare’s hosted, read-only financial-data MCP service. Connect MCP-compatible clients such as Claude Code or Codex to query market data and research factors; this repository does not include the server source.

MCP | financial-data · market-data

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OmniFocus-MCP

★ 243

A TypeScript MCP server that lets Claude and other compatible AI assistants query and manage an OmniFocus database. Supports task and project creation, editing, bulk operations, tags, recurring schedules, and perspectives; requires macOS with OmniFocus installed.

MCP | TypeScript · MCP server · OmniFocus

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google-analytics-mcp

★ 242

MCP server exposing Google Analytics 4 Data API to AI agents and MCP clients, with schema discovery, server-side metric aggregation, realtime reports, and built-in analytical skills for traffic, attribution, and e-commerce analysis.

MCP | Python · mcp-server · google-analytics

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mcp-3D-printer-server

★ 239

An MCP server that lets AI clients monitor and control printers through OctoPrint, Klipper, Bambu Lab, Prusa, and other backends. It also provides STL editing, slicer automation, and optional Blender MCP integration.

MCP | TypeScript · 3D printing · printer control

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Wazuh-MCP-Server

★ 238

Production MCP server that exposes 55 Wazuh SIEM tools (alerts, agents, vulnerabilities, compliance, active response) over Streamable HTTP. Read-only by default with OAuth 2.1, scopes, and Docker deployment for Claude or local LLM SOC workflows.

MCP | Python · mcp-server · siem

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FQGate-agent

★ 238

MCP plugin/server that exposes a local A-share market-data gateway (quotes, K-line, Level-2, news, account, optional trading) to Codex, Claude Code, DeepSeek and other AI assistants. Runs on 127.0.0.1 and requires the closed-source FQGate gateway for data.

MCP | HTML · mcp-server · mcp-apps

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FQGate-agent

★ 235

MCP plugin that exposes a local FQGate gateway so AI tools like Codex, Claude Code and DeepSeek can query real-time A-share quotes, K-line, Level-2 ticks, news, account and position data, plus opt-in trading. Data stays on 127.0.0.1; a proprietary gateway binary is required separately.

MCP | HTML · mcp-server · a-share

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akshare-one-mcp

★ 230

Python MCP server exposing Chinese stock market data (historical/realtime quotes, news, financial statements, insider trades, technical indicators) as tools via akshare-one, with per-domain source fallback between eastmoney, sina and xueqiu. Runs in stdio or streamable-HTTP mode.

MCP | Python · mcp-server · stock-data

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Equibles

★ 230

Self-hosted C# MCP server exposing 62 tools of SEC filings, XBRL financials, 13F, insider/congressional trades, short data, FRED, CFTC/CBOE and daily prices so AI agents can query market data directly. Cloud adds transcripts, live quotes, options Greeks and a screener.

MCP | C# · mcp-server · financial-data

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LazyOwn

★ 228

A Python red-team and C2 framework with an MCP server exposing 153 tools to AI clients, plus autonomous and multi-agent workflows. Its main purpose is security testing rather than general-purpose AI development.

MCP | Python · MCP server · AI agents

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eda-agent

★ 224

Apache-2.0 MCP server giving an AI live control of an open Altium Designer session (plus KiCad/EasyEDA Pro backends) through a DelphiScript bridge. Exposes ~400 tools for schematic, PCB, library, design-review, audit, placement and autonomous design-plan execution.

MCP | Python · altium · kicad

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mirroir-mcp

★ 223

MCP server that gives AI agents eyes and hands on a real iPhone through macOS iPhone Mirroring: screenshot, tap, swipe, and type with 38 tools. It does OCR plus YOLO icon detection to expose tap coordinates, and can generate replayable SKILL.md flows from app exploration.

MCP | Swift · mcp-server · ios-automation

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toolport

★ 223

Toolport is a local-first MCP gateway that connects your MCP servers once and shares them with Claude, Cursor, Codex, VS Code and other clients. It adds lazy tool discovery for large token savings, tool integrity/quarantine, OS-keychain secrets, and per-client profiles with call approval.

MCP | Rust · mcp-gateway · mcp-server

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metorial-platform

★ 221

An open-source MCP integration platform for connecting AI applications to APIs, data sources, and tools. Includes SDKs, an MCP server catalog, an explorer, and session monitoring; can be self-hosted.

MCP | TypeScript · integration platform · agentic AI

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opik-mcp

★ 221

Official Python MCP server for Opik, Comet's open-source LLM observability and evaluation platform. Exposes read/list/write tools so MCP hosts like Claude Code, Cursor and VS Code can query traces, log scores, manage datasets and save prompt versions.

MCP | Python · mcp-server · llm-observability

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google-drive-mcp

★ 221

Self-hosted MCP server exposing 129 tools for Google Drive, Docs, Sheets, Slides, and Calendar, with local OAuth, multi-account, service-account, and team-mode HTTP auth. Works with Claude Desktop, Gemini CLI, and other MCP clients over stdio or Streamable HTTP.

MCP | TypeScript · mcp-server · google-drive

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LeanKG

★ 220

Go MCP server that indexes a codebase into a knowledge graph (SQLite by default, optional Postgres/pgvector) and exposes 3 tools / 30 actions so AI coding agents get targeted subgraphs instead of grep-and-read context, cutting tokens ~65% and tool calls ~85%.

MCP | Go · mcp-server · knowledge-graph

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omega-memory

★ 219

OMEGA is a local-first persistent memory system for AI agents, exposed as an MCP server and Python library. It stores memories in SQLite and uses on-device embeddings for semantic recall across coding sessions and supported clients.

MCP | Python · persistent memory · AI agents

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mcp-memory

★ 218

MCP server that gives AI agents persistent long-term memory: it stores memories as OKF v0.2 markdown files plus a SQLite FTS5 index, exposing six tools for store, retrieve, search, delete, and session checkpoints, with per-project namespaces.

MCP | Python · mcp-server · agent-memory

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