AI tools for debugging Python code MCP Connectors

Cello AOAuth

Cello MCP server to launch and manage your User Referral and Partner program — for developers and growth teams.

CRM Marketing

72

mcp A

Generate, edit, and export data-architecture diagrams from your AI. Column lineage, PNG in chat.

Customer Data Platforms Design Tools Developer Tools

361

NewTqnia MCP – Technology News & Research A

Access the latest technology news from NewTqnia.com through the Model Context Protocol. Search articles, retrieve structured news content, browse categories, tags, and timelines, and access authoritative technology reporting for AI assistants, research, and automation.

Search Research & Data Open Data

61

Planner — provable "done" for AI agents A

Goal decomposition where every "done" is proven by evidence and checked by a judge.

Agent Orchestration Autonomous Agents

381

Planner (proof-of-done)A

Evidence-gated task verification for AI agents. Decompose goals into acceptance criteria, attach proof (screenshot, curl, file), independent LLM judge accepts or rejects. 24 tools. Hosted remote MCP (streamable-http, OAuth 2.1 + DCR).

Testing & QA Tools Autonomous Agents

384

agentladle/financial-reports A

This tool empowers MCP-compatible clients (like Cursor and Claude Desktop) with professional-grade capabilities for financial data extraction, and report analysis.

Finance Research & Data

52

Fast.io A

AI-first file sharing and collaboration. 251 tools give agents a full workspace: file storage, branded shares, comments, workflows, and built-in RAG. 50GB free, no credit card.

Cloud Storage RAG Systems File Systems

193

Releases A

An agent-friendly API for product changelogs. A unified registry via CLI, API, or MCP.

Product Management Developer Tools Documentation Access

1624

kansei-mcp-server A

SaaS intelligence for AI agents. 5 unified tools cover 1,000+ services with 91-96% token savings.

Developer Tools Agent Orchestration

321

Analytics Legends — SAP Analytics Intelligence A

AI agent for SAP analytics: firms, day rates, contract radar, news, concepts, studies

ERP Systems Research & Data Finance

171

Meet.bot MCP A

AI-native scheduling and booking: check availability, book meetings, share links.

Calendar Management App Automation Communication

82

metagraphed — Bittensor subnet operational registry A

Live operational + integration registry for Bittensor subnets: APIs, schemas, health.

Blockchain Web3 & Decentralized Tech AI & Machine Learning

240212

Valuein — SEC EDGAR Fundamentals & Smart-Money Data A

Point-in-time, survivorship-free SEC EDGAR fundamentals + smart-money signals for AI agents.

Finance Government Data Open Data

1182

Svelte MCP A

The official Svelte MCP server providing docs and autofixing tools for Svelte development

Developer Tools Documentation Access Code Analysis

42306

Apier A

Compliance infrastructure API connecting AI agents to Norwegian government systems (Altinn, BRREG).

Government Data Legal & Compliance

252

Race Calendar F1 A

Anonymous read-only Formula 1 tools, resources, prompts, completion, and interactive dashboard.

Sports Open Data

152

Math MCP Learning A

Educational MCP server with 17 math/stats tools, visualizations, and persistent workspace

Education & Learning Tools Research & Data Developer Tools

1725

HelloBooks AI Agents MCP Server A

AI agents for bookkeeping, reconciliation, and financial close for SMBs.

Finance Autonomous Agents

2921

ShipSwift A

40+ production-ready SwiftUI recipes for building full-stack iOS apps via MCP.

Developer Tools Software Architecture

322,874

Spain Legal by Legal Fournier A

Spain legal MCP for visas, residency, Beckham Law, NIE/TIE, nationality, tax, tools, and handoff.

Legal & Compliance Government Data

113

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