"Resources or information on analysis techniques or methods" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
Read your microservice catalog: MICROSERVICE.md files, contracts, and who depends on what.Read your microservice catalog: MICROSERVICE.md files, contracts, and who depends on what. What you can do: - Implement a service from its spec and contracts - Call or consume another service using its real contract - Check the impact of changing an endpoint or event before you make the change - Find a service in your catalog, or resolve it from the Catalog ID line in a repo's MICROSERVICE.md A microservice.md account is required.
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.
Cloud or self-hosted knowledge for AI agents: hybrid search, reranking, GraphRAG, scoped MCP tools.
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 and read Robinhood Chain and EVM RPC/API docs. No account, API key or local install.
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.
1,460+ verified US government contracting references from Intandem (https://www.getintandem.io/government-contracting-resources): 351 NAICS codes & SBA size standards, 165 Federal PSC & 136 SLED NIGP commodity cross-walks, 50-state & 250+ city procurement portals, 8 SBA set-aside programs (8(a), SDVOSB, WOSB, HUBZone), 12 FAR playbooks, and 500+ GovCon glossary terms.
Search the Amomic-AI docs and REST API for AI agents on calls, WhatsApp, chat and email.
Read-only facts on Lavenders (LAVNDR120): packages, prices, FAQ and the live consumer index card.
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
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.
Search and read public youanai.com pages on pricing, products and guides. No sign-in needed.
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.
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.
Read-only facts on Holos33, an EU privacy-first wellbeing platform: modules, Early Access, privacy.
Cited answers in Claude or ChatGPT only from your office's procedures; says so when not covered.
Search, read, download and report on tested step-by-step recipes (playbooks) for AI agents.
Ask questions about Claude Code, Cursor, Codex and MCP — get answers grounded in their official docs, with citations. A hybrid RAG service that AI agents call through two MCP tools (or over REST). It indexes ~600 pages of official documentation, refreshes itself daily, and every design choice is backed by an experiment.
Free, read-only access to Alicia's published English and Chinese notes on Houdini, Three.js, OpenUSD and AI-assisted 3D workflows. Search articles, read full Markdown, browse topics and recent notes. Results include canonical source URLs and author attribution. No account or API key; Streamable HTTP with four read-only tools. Digital Garden is the interactive 3D flower artwork at digitalgarden.si. Setup: https://digitalgarden.si/agents/?utm_source=glama&utm_medium=referral&utm_campaign=listing
Search and read Alicia's English and Chinese notes on Houdini, Three.js, OpenUSD and AI workflows. Setup: https://digitalgarden.si/agents/?utm_source=glama&utm_medium=referral&utm_campaign=listing
Crawls any documentation or SaaS site and compiles a standards-compliant /llms.txt manifest and J.
Search and read UK guides on solar PV, heat pumps, batteries and MCS certification.
Living docs and MCP context for GitHub repos — conventions, gaps, and source-cited pages on merge.
UK solar PV and heat pump calculators, with guides, on one server. Follows the MCS methods. No key.
Read a CFR or eCFR section, or search US federal regulations and the Federal Register.
Paste a bibliography or a single reference and find out whether the papers are real.
DevSpeak is a writing tool for developers, available to your coding agent over MCP. Call `optimize_text` to improve a PR description, commit message, ticket or doc in the language it was written in, or set `correctionsOnly` to fix only spelling, grammar and punctuation. Call `translate_text` to turn rough notes into a technical spec, Jira tickets, an RFC, an API design or a data model for the audience you choose (Junior Dev, Senior Dev, Tech Lead, SRE or Data Engineer). It also translates README files with `translate_markdown`, refines earlier output and lists your history. Requires a DevSpeak API key; a free account includes one key with 50 API requests a month.
Live prices and rent links for H100, H200, B200 and RTX 4090 GPUs on Lium, plus Lium docs search.
Sourced, citable definitions of prompting and LLM techniques, with relations and primary sources.
Expert know-how (kits) any AI can read or run, always the latest version.
Prepare Secret Santa, Kris Kringle, and other gift-exchange drafts with participant names, gift limits, dates, and exclusions, and answer gift-exchange questions from Shuffleroo's help pages. Free, with no authentication required. The organizer reviews a private one-time draft link and starts the group themselves. Drafts expire after 24 hours. The connector cannot start groups, send emails or invitations, or reveal assignments. Learn more: https://shuffleroo.com/ai
Overleaf alternative online LaTeX editor. AI agents edit, comment, and chat. Keep or revert edits.
Where apps write their log files on Windows, macOS and Linux, as exact copyable paths.
CapaLens is a read-only software directory for people and AI assistants. Explore 234 software products and 347 MCP, API and CLI interface listings using seven discovery tools. Documentation review does not mean live vendor testing or security testing; no vendor integrations have been tested. CapaLens does not execute vendor actions or collect vendor credentials.
Lean operations knowledge base built on DBS: cited answers, tool cards, plans and diagnoses.
Read-only lookup over a dated, sourced reference site for large-scale tactical shooters: one tool that returns a page as markdown, by id or by question.
Get public details about NoCapMocap, a Roblox R15 animation generator. Read about prices, animation formats, the free Motion Lab plugin, and how to use the product. This connector returns public information only. To create animations, use the separate authenticated animation MCP.
KAI by Black Knight Technology is a neutral AI interoperability and commerce network connecting independent AI agents, tools, APIs, businesses, and marketplaces. KAI supports discovery, coordination, and collaboration across compatible standards, including MCP, A2A, HTTP APIs, and x402, without requiring participants to surrender ownership of their systems. Its public MCP server provides read-only information about the KAI network, supported standards, pricing, developer onboarding, and partic
