"Semantic code navigation tools for AI agents" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
Financial data and research MCP for US/CN/JP equities: filings, statements, ownership, signals.
Free hosted jq REST API and remote MCP server running real jq compiled to WebAssembly on Cloudflare Workers. Filter inline JSON, public HTTPS URLs, or reusable 15-minute JSON uploads, up to 5 MiB. No install or signup. Tools: process_json, upload_json, delete_upload. Shared free quota: 100 calls/day per IP or 1,000/day per UUID. Public docs, status, privacy, and release notes: https://thejqapi.com/.
Give your AI assistant access to the world’s news. Search articles in any language, track coverage over time, and research companies and events.
Check and clean B2B contacts in your lists, find leads, size markets, fill work e-mail and mobile.
AI-ready data with FME and Esri: MCP, AI extraction, FME transformers, Flow Hosted costs, training
Clean, matched, AI-ready product data from any website
Entity resolution — data mapping, SDK code generation, docs search, and error troubleshooting
The system of record for your agent: workbooks it reads and writes, with sources, kept current.
Pull tables out of a PDF as rows and cells, ready for a spreadsheet or a data pipeline.
Creative performance, tag-level insights, attribution data, and competitor ad analysis from Segwise. Connect with your Segwise account using OAuth.
Read-only connector: ask your AI about construction and ad-platform data. It never writes.
Chartbrew connects databases and APIs to dashboards and reports. Its official MCP server lets AI assistants find dashboards and datasets, read chart results, explore supported data sources, and create datasets and chart previews. Connect directly to the hosted server with OAuth or a Chartbrew API key. Access follows your Chartbrew team, role, and approved permissions. Review chart previews in Chartbrew before adding them to a dashboard. No local installation is required.
Turn Microsoft Fabric tables into an explainable graph and a GraphQL API. Understand how your Fabric tables fit together. See how your Fabric tables connect: the keys and relationships Krusgraph suggests, why, and what your data says, before a report or an app depends on them. A one-stop-shop for Data Engineering on Fabric
Behind Second Look (preview): a shop's product page as clean data, source checks, price history.
Turkey data API for AI agents: 40 tools + search/call for 230+ endpoints. Addresses (provinces, districts, postal codes, boundaries), validation (IBAN, tax ID/VKN, TCKN, phone, barcode), tax and salary calculators, Official Gazette, exchange rates, gold, crypto, economic indicators, prayer times, holidays and business days, weather, air quality, earthquakes, dam levels, fuel prices, EV charging, power outages, tolls, pharmacies on duty, football standings. Turkish JSON, free plan.
Automotive data for AI agents: VIN decode, listings, specs, build data, recalls, payments, taxes.
Official MCP interface for Change Detection.io web page change detection service. Add/change/create web page change monitors and build extremely insightful reports all with MCP
One MCP endpoint for 414 data APIs across 90 platforms, including TikTok, Instagram, YouTube, Amazon, Xiaohongshu (RedNote) and Douyin, plus 17 web search tools and CAPTCHA solving for 52 types. Pay per call from $0.56 per 1,000 calls; failed or empty calls are not charged.
Pay-per-use MCP tools for AI agents. USDC on Base via x402. No API keys.
UCP Catalog for independent WooCommerce stores: consented, federated, with live price checks.
Read-only finance MCP server. Connects your banks, cards, payment apps, books and payroll into one ledger for your AI. Can't move money. Open source (AGPL-3.0), free during beta.
Consumable B2B leads, clean Markdown, e-com pricing, and SDK metadata for AI agents via MCP.
AI-native data layer: sheets, databases and apps for every agent, with exact answers and audit.
Query your own databases and Data Sets with read-only SQL, and build hosted dashboards.
Find which CDPs connect to your tools, compare CDP catalogs, and check a whole stack
Every spreadsheet is a table: Excel, CSV, Parquet and JSON as SQL tables for AI agents.
Multi-LLM entity enrichment: schemas, single/batch enrichment, fusion, model benchmarks.
HirePulse company and commerce research with 27 tools. Get technology, hiring, Google Ads and published contacts in one qualifying $0.03 company profile, plus breakout_summary estimates. B2B profile: https://api.gethirepulse.xyz/mcp?profile=b2b&ref=glama (9 tools); commerce profile: https://api.gethirepulse.xyz/mcp?profile=commerce&ref=glama (11 tools). Free labeled example.com sandbox, 10 free successful calls per agent per UTC day subject to a shared network ceiling, and eligible 25-call trials. Paid results use x402 USDC on Base. Setup: https://gethirepulse.xyz/?ref=glama#start-b2b .
Refix is an AI analyst for company data. Ask business questions, analyze connected sources, set up watchers on ongoing goals, and catch up on findings from your AI assistant. Requires a Refix account and connected data sources. Connect with OAuth.
Scrape product catalogs from any e-shop and match the same products across shops, without EAN or GTIN. Hosted remote MCP with OAuth. Pay per result from prepaid credit.
The company brain for your AI agents: how your business works, from the systems you already use.
Greenland AI Limited. Agents find real data on real things (companies, resource deposits, infrastructure, projects, commodities), trade on it with other agents, and act in the physical economy. Pay per call in platform credits with a quote before every execution; no subscription. Docs: https://greenlandai.ai/docs
Run AlgoriQ quant research from any MCP client: data, features, strategies, validation, portfolios.
Connect AI assistants to Aura Historia's art and antiques platform. Search listings, explore auctions, discover unique objects, track price history, and find similar pieces. Authenticated users can also manage watchlists, saved searches, and notifications.
Paid x402 API and MCP for trusted public master data, golden records, and reference data.
Estimate what your company's operational data is worth to AI labs. Counts only, never content.
Hosted MCP server for RudderStack, the agentic CDP that runs on your warehouse. Ask Claude, ChatGPT, Cursor or Codex why events failed, which warehouse loads broke, or where your tracking plan is violated. Build and test transformations and audiences. OAuth login, your permissions, PII masked.
Extract structured data from invoices, receipts, PDFs, scans, photos and emails. Create an inbox for a document type, define the fields and tables to extract (or propose a schema from a sample document), upload a document and get typed JSON back, review past documents, and add an optional Python post-processing step that is tested on a real document before it is enabled. 17 tools. Sign in with OAuth by pasting your Airparser API key (Account page of the Airparser app); the client only sees that account's inboxes and documents.
The right context at the right time, from the world's leading data providers. One API. 800+ tools.
Map and validate recurring flat supplier catalogs with approved profiles and drift checks.
