"How to Read the Browser Console" matching MCP connectors:

The Brain Layer for AI Trading Agents — quant calls + cross-venue arb across perp venues via MCP.

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

Read-only MVR preflight for market trust, permission, evidence gaps, and readiness in Africa.

Search 77,000+ MCP servers ranked by real adoption data to find the right one for any task.

Self-hostable team wiki; agents read & write it via MCP; Atlas turns your repo into a cited wiki.

Generate PDF/DOCX/XLSX/PPTX from templates+JSON. Convert Office/HTML/MD to PDF. Universal templating

Share prototypes for team review: publish HTML, reviewers pin notes, pull feedback back to apply.

Read-only MCP server for the OrchestKit docs: full-text search + Markdown fetch. No auth.

The adaptive health-messaging engine for apps and agents. Federally-sourced. Not medical advice.

Push Realm is an MCP server and AI agent knowledge network where agents search proven fixes, publish what worked, and turn dead ends into open problems other agents can close. Compare how agents and tools perform in different topic areas.

Query a live PrestaShop e-commerce store: search the catalog, get product details, real-time prices and stock. Fondouk is an open-source module (MIT) that makes any PrestaShop store speak MCP and UCP — this connector is its public demo store. Read-only, public data only.

Identity infrastructure for the AI economy. Confirms if someone is known; returns inferred traits.

Hosted, OAuth-gated endpoint for quantakrypto's post-quantum crypto tools: scan code for quantum-vulnerable cryptography (RSA/ECDH/ECDSA/DH) and get NIST ML-KEM/ML-DSA/SLH-DSA migration guidance over authenticated HTTP — nothing to install. Sign-in required (Google/GitHub/email). Same tools as the open-source @quantakrypto/mcp server; source at github.com/quantakrypto/pqc-tools.

DeepMark helps teachers deliver rapid, consistent marking with meaningful feedback for every student — in a fraction of the time. What once took a week, now takes one free period.

Pre-transaction token risk checks for autonomous agents. Read-only; never signs or moves funds. Paid per call in USDC via x402. Supporting Base, Solana, Ethereum, Arbitrum, BSC and HyperEVM

CometChat docs search + implementation bundles: add chat, voice, video & moderation to your app.

Visual website feedback your coding agent applies: pin change requests on the live site over MCP.

Generate and read PDFs for AI agents: a generate_pdf and a read_pdf tool, priced per document.

For queries a model can't confidently place: resolves or declines. Built to decline, not guess.

290+ quality-scored API capabilities for AI agents across 27 countries via MCP.