"Semantic code navigation tools for AI agents" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
The official MCP server for Capawesome documentation and Capawesome Cloud.
Unofficial MCP server for the Ionic Framework documentation, components and blog.
MCP Server for Orderly Network - Documentation and SDK patterns
AI adoption framework for managers: pricing, FAQ, AI readiness assessment, seat quotes, free kit.
Unofficial MCP server for the Capacitor documentation, plugin list and blog.
Free premium UI components in plain HTML, CSS and vanilla JS, for AI coding assistants.
Cloud or self-hosted knowledge for AI agents: hybrid search, reranking, GraphRAG, scoped MCP tools.
Built-in MCP server of every NET Genium Online instance (low-code platform for business apps). Your agent reads and writes your application data, reads and changes the application model (forms, view pages, controls, permissions, SQL data model) and searches the platform docs, so what it builds follows the platform's conventions. Connect through one address and pick your instance at sign-in (OAuth). A single-user instance is free at netgenium.online, no payment card.
7 research navigation, thesis, note-taking and citation skill products. 6 of 8 free.
Connects AI agents such as Claude, Cursor, ChatGPT, and Gemini to documentation published with ClickHelp, a help authoring tool. Agents can search a documentation portal, navigate its table of contents, and read topics, so answers come from the current published docs instead of guesses or a stale copy. Read-only access to public publications, no authentication required. Every ClickHelp portal has its own endpoint at /published-docs-mcp-server; this listing points to the ClickHelp user guide.
Lenticular toolkit for AI: pitch test charts, print quotes, workflow guides, share previews
Read-only HopBase AI gateway tools: models, limits, docs search, balance and usage for your API key.
Search and read official walt.id documentation for the Community Stack and the Enterprise Stack.
Research methods for AI assistants: study design guidance, R and Python code, and citations
iinventedlight notes is a read-first MCP server for the public iinventedlight library: Cole Withington's notes and papers, plus openly licensed reference notes (CC BY, CC BY-SA, CC0 and public domain), and pages for corrow music and the Starweave app. Reading needs no account or key: list, search, read by section, ask a question, or browse a topic atlas. Agents can leave feedback or a correction without a key, and it stays pending until a person approves it. New notes need an access key and are reviewed by a person before anything is published. Feedback never changes a note's published text.
Search guides, wallet help, developer docs and news for Zucoin's Splitchain layer 1 network.
Compliance answers for 10 construction trades in AU, UK, US, CA and EU: codes, licensing, RAMS.
Document to Markdown: convert Word, Excel, PowerPoint and PDF files to Markdown for an LLM.
Dated, verified API breakages for coding agents, plus a local scan for them in your existing code.
Search the Ankra documentation: clusters, stacks, GitOps, CI/CD and the CLI. No account needed.
Oathlayer is an independent check on AI answers. It checks each answer against independent sources, gives it a clear verification tag, and records it with a permanent doc number that anyone can look up free at oathlayer.com/verify. It reports what happened; it does not judge right or wrong. Works on any topic and with any AI model. Tool: verify_output. Connect at https://mcp.oathlayer.com. The Five Pillars of Trust: Verification Successful - Oath Approved; Verification Threshold Not Met; Various Perspectives Apply; Complex Question - Threshold Reserved; Clarity Needed to Continue. Citation Checks: paste a case citation and Oathlayer checks it against official court sources. Each citation gets a short tag: Confirmed, Unofficial, Mismatched or Not found. If trusted sources report a case was overruled, it says Reported overruled. It checks the citation only, not whether the case supports your argument. Also available as Ask Oathlayer at oathlayer.com/ask (no programming needed) and an API (oathlayer.com/docs). Free trial: 5 free verifications, no card needed (oathlayer.com/signup). Then pay as you go: one credit per check, credits valid 12 months, no subscriptions.
Answers EU Digital Product Passport questions: scope, required fields, registry and law changes.
Search the Amomic-AI docs and REST API for AI agents on calls, WhatsApp, chat and email.
Consumable B2B leads, clean Markdown, e-com pricing, and SDK metadata for AI agents via MCP.
Search Sorted Travel developer docs for MCP, API, SDK, and auth questions.
Live npm/PyPI/crates facts + README fetch for agents. Settle-proven 2026-11-02 (SELF-PROOF).
Generate and review codebase docs. 77 tools; scoped, credit-approved repository reviews.
Find explanations and worked examples in Ithy’s public article library, from SSD capacity to USB-C cables. Search titles and descriptions, then read relevant passages with source links and dates. No account or API key. Read-only; no new research or private data access. Articles are AI-assisted secondary sources—check important claims against original references. https://ithy.com/connect
Project memory, documentation and controlled secret access for AI coding agents.
Discover MCP servers and packages, inspect their documented capabilities, endpoints, authentication requirements, provenance and observed readiness, and retrieve cited reference passages with document versions. Koskamo provides public discovery and reference tools alongside separately authorized contributor and owner workflows for server registration, listing maintenance, keys, issue reports and operation receipts. Tool discovery does not grant write authority: protected actions require the applicable account or owner key and documented confirmation. Live protocol observations and directory records are evidence of what was observed, not a guarantee that every connected service or tool works without its own credentials. Returned reference passages and third-party descriptions remain source material to review before citing or acting. Official connector repository: https://github.com/empline/koskamo-mcp. Support: support@koskamo.com.
EU business duties for AI agents: legal obligations with sources and pre-checks (DE, LU, EU)
Cited specs for industrial robots, CNC machines, PLCs, drives, protocols and alarm codes.
Connect AI agents to ProductNow's context engine to search, create, review, and act.
Read-only facts on AIAgentCycle: n8n automation, AI agents, integrations, prices, cases (NL/EN).
German-language demo server that explains MCP to non-technical readers. Search and read the pages of was-ist-mcp.ch from Claude, ChatGPT or Cursor. 8 of 10 tools work without login; the demo login for the other two is public on the setup page.
Your coding agent keeps your help center current: it drafts article fixes after code changes.
Search the FAA handbooks, advisory circulars and Airman Certification Standards (ACS) used for pilot training, and read any page in full with its figures, charts and tables. Every result links back to the exact page so answers can be cited. Free, public, no API key.
Find TypeScript source mods, read setup requirements, and prepare a cart for human checkout.
Search the Ricuicui module catalogue, read the documentation and get the latest version of Ricuicui, the agentic browser and AI workstation with local AI and agents. Read-only tools: search_modules, get_module, read_documentation, get_latest_version. No key needed.
Your team's stories, acceptance criteria, designs and docs, for coding agents. Sign in with OAuth.
