mcp tools agents

47 tagged mcp tools, measured the same way as everything else here.

Browse within: mcp-client 15mcp-servers 15graph-laplacian 7iterative-solvers 7numerical-linear-algebra 7pagerank-algorithm 7ad-manager 5adops 5adops-tools 5browser-automation 5development 5google-ad-manager 5llm-code 5qa-automation 5

changelog

01

activepieces/activepieces

Agent Claude Code

Writes changelog entries for Activepieces releases. Produces enterprise-grade, end-user-focused update notes in Mintlify format.

24k yesterday A 27 tokens

server

02

activepieces/activepieces

Agent Claude Code

Backend agent for the Activepieces server API (packages/server/api). Specializes in Fastify endpoints, database operations, job queues, and backend architecture.

24k yesterday A 32 tokens

web

03

activepieces/activepieces

Agent Claude Code

Frontend agent for the Activepieces web application (packages/web). Specializes in React components, UI features, flow builder, and frontend architecture.

24k yesterday A 30 tokens

browser-navigator

07

desplega-ai/qa-use

Agent

Autonomous browsing agent for multi-step web tasks. Use when: (1) User describes a browsing goal (e.g., "find the pricing page"), (2) Complex navigation requires multiple snapshot-action cycles, (3) AI-powered element discovery is needed.

27 3mo ago A 56 tokens original MIT

browser-recorder

08

desplega-ai/qa-use

Agent

Record browser interactions and generate test definitions. Use when: (1) By feature-verify skill after exploration to generate test YAML, (2) By test-authoring skill for assisted test creation, (3) By user for "record this flow" requests.

27 3mo ago A 56 tokens original MIT

pr-verifier

09

desplega-ai/qa-use

Agent

Single agent that verifies all PR frontend changes. Use when: (1) verify-pr command is invoked, (2) Complete PR verification with visual report is needed, (3) Running verification in background while user continues working.

27 3mo ago A 49 tokens original MIT

azure-architect

10

timothywarner-org/context-engineering

Agent Claude Code

Expert Azure architecture guidance grounded in the Well-Architected Framework and current Microsoft docs. Use for designing new Azure solutions, reviewing existing architectures, service-selection trade-offs across reliability/security/cost/performance/operations, and multi-region or zero-trust topologies.

27 2mo ago A 56 tokens original MIT

timothywarner-org/context-engineering

Agent Claude Code

Use this agent when you need to audit and improve the accessibility of existing markdown documentation, including README files, tutorials, guides, and any .md content. This agent applies GitHub's five accessibility best practices (descriptive links, alt text, heading hierarchy, plain language, list structure) and…

27 2mo ago A 392 tokens original MIT

hints

13

beycom/onetool-mcp

Agent

Primary use: Load this file for immediate context about the project.

23 5d ago A 0 tokens GPL-3.0

index

14

beycom/onetool-mcp

Agent

Quick reference files for AI agents working on OneTool.

23 5d ago A 0 tokens GPL-3.0

project-map

15

beycom/onetool-mcp

Agent

MCP server with single run tool for LLM Python code execution.

23 5d ago A 0 tokens GPL-3.0

khaoss85/mcp-orchestro

Agent Claude Code

Use this agent when:\n\n1. Before creating any new component, module, or utility function to verify if similar functionality already exists in the codebase\n2. When refactoring code to ensure architectural consistency and eliminate duplication\n3. Before adding new dependencies to evaluate if existing ones can fulfill…

16 10mo ago A 0 tokens

database-guardian

17

khaoss85/mcp-orchestro

Agent Claude Code

Use this agent when:\n- Making changes to backend code that involve database models, entities, or data access layers\n- Adding, modifying, or removing database fields, tables, or relationships\n- Refactoring code that interacts with the database\n- Before deploying changes to ensure database schema alignment\n…

16 10mo ago A 0 tokens

test-maintainer

18

khaoss85/mcp-orchestro

Agent Claude Code

Use this agent when:\n- Writing or updating test suites after implementing new features or modifying existing code\n- Creating temporary files for debugging, quick fixes, or one-time tests\n- Cleaning up temporary test files and debugging artifacts\n- Refactoring tests to avoid duplication while maintaining…

16 10mo ago A 0 tokens

audit-billing

19

OrbiAds/Orbiads-GAM-MCP

Agent

Billing alignment subagent — generates billing report, checks budget alerts, and surfaces revenue anomalies. Spawned by /adops audit. Write results to audit-billing- .md.

3 23d ago A 43 tokens original MIT

audit-creative

20

OrbiAds/Orbiads-GAM-MCP

Agent

Creative compliance subagent — checks format validation, SSL, click tags, and tracking coverage across active creatives and orders. Spawned by /adops audit. Write results to audit-creative- .md.

3 23d ago A 48 tokens original MIT

audit-inventory

21

OrbiAds/Orbiads-GAM-MCP

Agent

Inventory hygiene subagent — checks ad unit health, inactive units, naming compliance, and structural gaps. Spawned by /adops audit. Write results to audit-inventory- .md.

3 23d ago A 45 tokens original MIT

SE: Product Manager

22

ssdeanx/ssd-ai

Agent

Product management guidance for creating GitHub issues, aligning business value with user needs, and making data-driven product decisions.

3 8mo ago A 27 tokens original MIT

SE: Responsible AI

23

ssdeanx/ssd-ai

Agent

Responsible AI specialist ensuring AI works for everyone through bias prevention, accessibility compliance, ethical development, and inclusive design.

3 8mo ago A 26 tokens original MIT

SE: UX Designer

24

ssdeanx/ssd-ai

Agent

Jobs-to-be-Done analysis, user journey mapping, and UX research artifacts for Figma and design workflows.

3 8mo ago A 26 tokens original MIT