AI and Agents catalogue, group 27
These entries remain in the catalogue with limited documentation. Inclusion is not an assessment of service quality.
Observe Instrument
Add OpenTelemetry tracing to Python AI agents. Supports LangGraph, LlamaIndex, CrewAI, OpenAI SDK.
Publisher: alanzha2. Registry name: io.github.alanzha2/observe-instrument-mcp.
Compare this entryOpen Campus Advisor
Live academic data across 101 US colleges and universities, directly inside Claude.
Publisher: opencampusadvisor. Registry name: manual/oca.
Compare this entryOccasio
Tamper-evident, Sigstore-signed audit trail for Claude Code agents.
Publisher: occasiolabs. Registry name: io.github.occasiolabs/occasio.
Compare this entryOCDS German Procurement Search
Search and match German public procurement tenders (OCDS) from your local LLM.
Publisher: qune-tech. Registry name: io.github.qune-tech/ocds-mcp.
Compare this entryOCL Context Layer
Reference MCP server for OCL, an open standard giving AI agents scoped business meaning for Odoo.
Publisher: Nantiai. Registry name: io.github.Nantiai/ocl-standard.
Compare this entryOcten
URL to LLM-ready markdown, plus per-page category, page_structure, and query-driven highlights.
Publisher: Octen-Team. Registry name: io.github.Octen-Team/octen-mcp.
Compare this entryOctobrain
Persistent memory for AI assistants with semantic search and knowledge graph relationships.
Publisher: Muvon. Registry name: io.github.Muvon/octobrain.
Compare this entryOctocode
AI-powered code indexer with semantic search and knowledge graphs.
Publisher: Muvon. Registry name: io.github.Muvon/octocode.
Compare this entryOctoperf
Drive OctoPerf load testing from any AI agent: import, edit, validate, run scenarios, read metrics.
Publisher: OctoPerf. Registry name: io.github.OctoPerf/octoperf.
Compare this entryOcultar Pii
Zero-egress PII redaction for Claude. Runs locally, no data leaves your infrastructure.
Publisher: Edu963. Registry name: io.github.Edu963/ocultar-pii.
Compare this entryOdds API
Live sports betting odds from 265+ bookmakers across 34 sports, with value bets and arbitrage.
Publisher: odds-api-io. Registry name: io.github.odds-api-io/odds-api-mcp-server.
Compare this entryOdoo MCP Connector
Query, report on, and optionally modify any Odoo ERP from Claude. Read-only by default.
Publisher: management-cmyk. Registry name: io.github.management-cmyk/odoo-mcp-connector.
Compare this entryOe
Connect Claude Code, Cursor & Windsurf to 2,600+ enterprise data sources with one binary.
Publisher: openenterprise-info. Registry name: io.github.openenterprise-info/oe-mcp.
Compare this entryohu
Turn Any Website Into Clean Fine-Tuning Data & RAG Context in Seconds. Without Scraping Bans or Prompt Injections.
Publisher: sluxia. Registry name: manual/ohu.
Compare this entryPointer Minerals, Texas Oil & Gas Data
Read-only Texas oil & gas data: operator directory, county production, and dataset catalog.
Publisher: pointerminerals. Registry name: com.pointerminerals/oil-gas-data.
Compare this entryOka Anywhere
Your office's procedures inside Claude or ChatGPT - verified citations or an honest refusal.
Publisher: forgeagents-jp. Registry name: io.github.forgeagents-jp/oka-anywhere.
Compare this entryOkta
Secure Okta identity and access management via Model Context Protocol (MCP). Access Okta users, groups, applications, logs, and policies through AI assistants with enterprise-grade security.
Publisher: fctr-id. Registry name: manual/okta-mcp-fctr.
Compare this entryOkta
tada: It''s Official:tada: The Okta Open-Source MCP Server integrates with LLMs and AI agents, allowing you to perform various Okta management operations using natural language and is Generally...
Publisher: okta. Registry name: manual/okta-mcp-server.
Compare this entry~alter mcp-ollama
Wraps local Ollama models so bulk generation runs on your own hardware, not a paid API.
Publisher: true-alter. Registry name: io.github.true-alter/mcp-ollama.
Compare this entryOllama Handoff
Offload cheap work from your AI agent to a local Ollama model, at zero cloud cost.
Publisher: Michael-WhiteCapData. Registry name: io.github.Michael-WhiteCapData/ollama-handoff.
Compare this entryOllama / vLLM Bridge
Call your local Ollama or vLLM model over MCP with schema-validated JSON output.
Publisher: setheerwagen. Registry name: io.github.setheerwagen/mcp-ollama-vllm.
Compare this entryOmi
A Model Context Protocol server for Omi interaction and automation. This server provides tools to read, search, and manipulate Memories and Conversations.
Publisher: basedhardware. Registry name: manual/omi.
Compare this entryomnflow
Omnflow is an AI-powered content repurposing tool built for creators, marketers, and founders who publish across multiple platforms. The Omnflow MCP server gives Claude three powerful.
Publisher: omnflow. Registry name: manual/omnflow.
Compare this entryOmni Computer Use
A 1:1 replica of Claude Desktop's computer-use tool surface, for Windows and the Claude Code CLI.
Publisher: Jason26214. Registry name: io.github.Jason26214/omni-computer-use.
Compare this entryOmni Nli
An MCP server for natural language inference.
Publisher: CogitatorTech. Registry name: io.github.CogitatorTech/omni-nli.
Compare this entryOmnisearch
MCP server for integrating Omnisearch with LLMs.
Publisher: spences10. Registry name: io.github.spences10/mcp-omnisearch.
Compare this entryomniwatchguard
AI-powered website change monitoring server. Manage monitors and alerts for OmniWatchGuard (price, stock, text, visual, CSS, API, and SEO changes) directly from Claude, Cursor, or any MCP client.
Publisher: omniwatchguard. Registry name: manual/omniwatchguard.
Compare this entryOne Brain
Shared memory for a team in Claude Code: what one person records, everyone has.
Publisher: Prophet-git. Registry name: io.github.Prophet-git/one-brain.
Compare this entryOneda
Persistent, governed institutional memory for Claude Code, specs, decisions, learnings.
Publisher: freeelatech. Registry name: com.freeelatech/oneda.
Compare this entryOnehome
OneHome (CoreLogic) real-estate access for Claude, search, property details, photos, saved homes.
Publisher: chrischall. Registry name: io.github.chrischall/onehome-mcp.
Compare this entryOnvibe
Talk to Claude and get a live web app deployed to a real URL, with Postgres, storage and cron.
Publisher: onvibe. Registry name: run.onvibe/onvibe.
Compare this entryopchain
Claude Code / MCP skills for the dev pipeline: discover, spec, design, build, ship, operate.
Publisher: asfbay-bit. Registry name: io.github.asfbay-bit/opchain-skills.
Compare this entryOpen for Agents Website Visibility
Check how well AI agents can discover and understand a public website.
Publisher: mdotk. Registry name: io.github.mdotk/open-for-agents-website-visibility.
Compare this entryOpenAI
Validate GPTBot and OAI-SearchBot IP addresses. Remote MCP validate_ip tool.
Publisher: seoapi. Registry name: com.seoapi/openai.
Compare this entryOpenAI Ads
Read-only MCP server for the OpenAI Ads API: campaigns, ad groups, ads, and insights.
Publisher: HYPD-AI. Registry name: io.github.HYPD-AI/openai-ads-mcp.
Compare this entryOpenAI Ads MCP
OpenAI Ads MCP for ChatGPT Ads campaigns, creatives, audiences, insights, and conversions.
Publisher: trakkr-aisearch. Registry name: io.github.trakkr-aisearch/openai-ads-mcp.
Compare this entryOpenAI Billing
OpenAI organization usage and cost reporting through an admin API key connected by the user.
Publisher: mcp-dir. Registry name: io.github.mcp-dir/openai_billing-mcp.
Compare this entryOpenAI Image
OpenAI image generation MCP server for Model Context Protocol hosts.
Publisher: mindstone. Registry name: io.github.mindstone/mcp-server-openai-image.
Compare this entryOpenaire
OpenAIRE MCP, EU research outputs (publications, datasets, software, projects).
Publisher: pipeworx-io. Registry name: io.github.pipeworx-io/openaire.
Compare this entryOpenapi Runner
Turn any OpenAPI 3.x spec into callable MCP tools for Claude. No custom integration code needed.
Publisher: saurav61091. Registry name: io.github.saurav61091/mcp-openapi-runner.
Compare this entryOpenClaw MCP Server
MCP server bridging Claude.ai/Desktop with self-hosted OpenClaw via OAuth 2.1.
Publisher: freema. Registry name: io.github.freema/openclaw-mcp.
Compare this entryOpenClaw Consensus
9-LLM consensus + disagreement scoring + cheapest-route picks to fight hallucinations.
Publisher: MICONNM. Registry name: io.github.MICONNM/openclaw-consensus-mcp.
Compare this entryOpenClaw Agent Instruction Registry
Search and retrieve agent instruction files: system prompts, skills, workflows, and safety filters.
Publisher: izworskic. Registry name: io.github.izworskic/openclaw-registry.
Compare this entryOpenclaw Skill Vetter
Vet third-party AI agent extensions + agent-config files (AGENTS.md,.cursor/rules, CLAUDE.md).
Publisher: temurkhan13. Registry name: io.github.temurkhan13/openclaw-skill-vetter-mcp.
Compare this entryOpenflowkit
Local-first OpenFlowKit diagramming tools for Claude, Cursor, Windsurf & other MCP clients.
Publisher: Vrun-design. Registry name: io.github.Vrun-design/openflowkit-mcp.
Compare this entryOpengate
Check whether an AI answer is grounded in its context, deterministic, no LLM judge.
Publisher: nickjlamb. Registry name: io.github.nickjlamb/opengate-mcp.
Compare this entryOpentargets
Open Targets MCP, disease/target/drug knowledge graph.
Publisher: pipeworx-io. Registry name: io.github.pipeworx-io/opentargets.
Compare this entryOpik MCP Server
Interact with Opik prompts, traces, datasets and metrics through the Model Context Protocol.
Publisher: comet-ml. Registry name: io.github.comet-ml/opik-mcp.
Compare this entryOpula
Not another dashboard. A wealth analyst for every asset a bank can't sync, inside Claude.
Publisher: evan-moon. Registry name: io.github.evan-moon/opula.
Compare this entrySpectral, verified-knowledge oracle
Cross-check a factual claim against a verified knowledge graph before you assert it. Never guesses.
Publisher: seespectral. Registry name: com.seespectral/oracle.
Compare this entry