Best programming languages or tools for coding MCP Connectors

Intake desk for AI agents: bridges construction quotes to KIRA fair-price audit and EHN check.

52

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

354

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

183

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

Math MCP Learning A

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

Education & Learning Tools Research & Data Developer Tools

1725

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

1092

Svelte MCP A

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

Developer Tools Documentation Access Code Analysis

42297

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

fci-mcp A

Convert handwriting into text, LaTeX math, chemistry, or molecular structures.

Image & Video Processing AI & Machine Learning

62

Race Calendar F1 A

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

Sports Open Data

152

Releases A

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

Product Management Developer Tools Documentation Access

1623

ski-france.com Agent Search A

Ski apartment search with one- or two-week prices, availability, destinations and ski passes.

Travel & Transportation Search

102

agentic-commerce A

MCP server for Boson Protocol — on-chain agentic commerce for physical & digital goods.

Blockchain E-commerce & Retail Autonomous Agents

632

ShipSwift A

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

Developer Tools Software Architecture

322,742

HelloBooks AI Agents MCP Server A

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

Finance Autonomous Agents

292

eDiscovery Decoder News/Calc A

Free educational MCP for read-only eDiscovery news and TAR/review calculators.

Legal & Compliance Research & Data

152

Social Media Search API — Twitter, Instagram, Reddit, TikTok (XPOZ)OAuth

Twitter/X, Instagram, Reddit & TikTok data for AI agents. Billions of posts. No API keys.

Social Media Research & Data Web Scraping

5248

FoundRole — AI Job Search & Application Tracker MCP for Claude & ChatGPT A

MCP server for AI job search — find jobs, track applications, get alerts. Claude, ChatGPT, Cursor.

Search

202

stageum A

Browser-based VR public speaking training with AI feedback. No headset required. Six MCP tools: list pricing plans, 3D practice environments, audience use cases, competitor comparison, FAQs, and quick-start guide.

Education & Learning Tools

62

Sipflow A

SIP/VoIP/telecom grounding for AI agents: vendor docs, RFCs, STIR/SHAKEN, traces, configs.

Communication Networking & Infrastructure

222

"Best programming languages or tools for coding" matching MCP connectors: