"Tools or methods to manage and coordinate AI agents" matching MCP servers:

• methods-mcp

  webwebb56

  A

  license

  -

  quality

  D

  maintenance

  Provides MCP tool adapters for Bioconductor methods like limma, DESeq2, and fgsea, enabling statistical analysis of omics data through containerized R execution. It serves as a bridge between MCP clients and bioinformatics tools for reproducible research workflows.

  Last updated 2026-04-18

  Apache 2.0

• or-info

  jmtrs

  A

  license

  -

  quality

  A

  maintenance

  Enables AI agents to query OpenRouter model information including prices, ELO rankings, context, and perform comparisons.

  Last updated 2026-06-15

  74

  1

  MIT

• Roblox AI Agents

  ShiroKSH

  A

  license

  -

  quality

  C

  maintenance

  Enables AI agents to build and edit Roblox Studio places by inspecting, generating terrain, geometry, and code, with validation and iteration.

  Last updated 2026-07-07

  MIT

• Docs-to-AI

  dorianmeric

  A

  license

  -

  quality

  C

  maintenance

  Enables LLMs to query documents using semantic search, supporting PDFs, Word, Excel, and more. Organizes documents by topics from folder structure and provides advanced search features like phrase matching and date filtering.

  Last updated 2026-02-23

  1

  MIT

• YouTube for AI Agents

  JCodesMore

  A

  license

  -

  quality

  C

  maintenance

  Enables AI agents to search, watch, summarize, clip, and extract transcripts from YouTube videos, all without needing an API key or leaving the chat.

  Last updated 2026-04-30

  17

  36

  Apache 2.0

• qa-ai-agents

  abchahal

  F

  license

  -

  quality

  B

  maintenance

  Enables automated QA testing by running a pipeline of AI agents that generate test scenarios, architect test layers, write Playwright tests, and review code, all grounded in feature requirements and API contracts.

  Last updated 2026-06-25

• Open AI Text To Speech1 MCP

  BACH-AI-Tools

  A

  license

  C

  quality

  D

  maintenance

  Enables users to convert text into high-quality audio by accessing the OpenAI Text-to-Speech API. It supports customizable model selection and voice options for synthesized speech generation via the MCP protocol.

  Last updated 2025-12-07

  1

  MIT
• 

  ar-agentsofficial

  ar-agents

  A

  license

  -

  quality

  B

  maintenance

  Agent Toolkit for Mercado Pago

  Last updated 2026-07-14

  MIT

• n8n Manager for AI Agents

  czlonkowski

  A

  license

  -

  quality

  F

  maintenance

  Enables AI agents to manage n8n workflow automation instances through tools for workflow CRUD operations, execution monitoring, and webhook triggering. It facilitates programmatic interaction with n8n instances via the n8n API with AI-optimized descriptions and error handling.

  Last updated 2025-06-26

  60

  MIT

• connectwise-manage-mcp

  wyre-technology

  A

  license

  -

  quality

  B

  maintenance

  An MCP server for ConnectWise Manage PSA, enabling management of tickets, projects, contacts, billing, and service operations through ConnectWise Manage's API.

  Last updated 2026-07-13

  13

  Apache 2.0

• Skill-to-MCP

  biocontext-ai

  A

  license

  A

  quality

  C

  maintenance

  Converts AI Skills (following Claude Skills format) into MCP server resources, enabling LLM applications to discover, access, and utilize self-contained skill directories through the Model Context Protocol. Provides tools to list available skills, retrieve skill details and content, and read supporting files with security protections.

  Last updated 2026-02-27

  3

  27

  Apache 2.0

• Task Agents

  shinpr

  A

  license

  A

  quality

  B

  maintenance

  Enables AI assistants to delegate specific tasks to specialized sub-agents (e.g., test-writer, code-reviewer). Supports both Cursor and Claude Code with custom agent definitions.

  Last updated 2026-07-14

  1

  548

  93

  MIT

• MCP Agents

  amajakai14

  F

  license

  A

  quality

  D

  maintenance

  Provides FastMCP-based servers with various tools for AI assistants including math operations, file management, note-taking, todo management, and database operations. Offers both basic and advanced server configurations with tools, resources, and prompt templates.

  Last updated 2025-09-27

  4

• AI Developer Tools MCP Server

  grzetich

  A

  license

  B

  quality

  D

  maintenance

  Enables querying real-time adoption metrics, trends, and comparisons for popular AI coding tools like OpenAI SDK, Anthropic SDK, Cursor, GitHub Copilot, and LangChain through natural language.

  Last updated 2026-01-09

  4

  1

  MIT

• Nostr Tools for AI Agents

  jorgenclaw

  A

  license

  C

  quality

  C

  maintenance

  23 tools for AI agents working with Nostr Open source. No API key. No account. NIP-46 remote signing Publish notes, reply, react, repost Encrypted DMs (NIP-04 + NIP-44) Fetch events, profiles, social graph

  Last updated 2026-03-20

  23

  6

  1

  MIT

• Usage And Billing MCP Server

  BACH-AI-Tools

  A

  license

  C

  quality

  D

  maintenance

  Enables access to Usage and Billing APIs for managing accounts, products, meters, plans, and usage reporting. Supports operations like creating products/plans, reporting usage, and retrieving billing information.

  Last updated 2025-12-07

  18

  MIT

• mcp-agents

  thomaswitt

  A

  license

  -

  quality

  B

  maintenance

  MCP server that wraps AI CLI tools — Claude Code, Antigravity CLI, and Codex CLI — so any MCP client can call them as tools.

  Last updated 2026-07-13

  789

  7

  MIT

• click-to-mcp

  Coding-Dev-Tools

  A

  license

  -

  quality

  A

  maintenance

  Converts any Python Click or Typer CLI into an MCP server automatically — zero-code transformation that introspects CLI commands and exposes them as MCP tools.

  Last updated 2026-07-15

  4

  Apache 2.0

• nexus-agents

  nexus-substrate

  A

  license

  -

  quality

  A

  maintenance

  nexus-agents makes your AI coding tools work together intelligently. It coordinates Claude, Codex, Gemini, and OpenCode — routing each task to the best model using data-driven algorithms, validating outputs through multi-model consensus voting, and continuously improving through outcome-driven learning. Connect it to any MCP-compatible editor (Claude Code, Cursor, VS Code) and it handles the rest.

  Last updated 2026-07-13

  3,282

  15

  MIT

• CSV Tools AI MCP

  CSOAI-ORG

  A

  license

  -

  quality

  A

  maintenance

  CSV Tools AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

  Last updated 2026-06-26

  5

  MIT