Developer Tools MCP Servers

Context layer with semantic and visual search and discovery for agentic commerce — by vviinn.

Ultra-fast image generation, editing, upscaling, and video generation via Pruna AI.

NASA JPL Horizons — solar-system body ephemerides

Freshness-aware AI retrieval with 21 MCP tools for timestamped, decay-ranked live signals.

Multi-language crypto news with editorial sentiment + importance scoring; cites original publisher.

Suche in Schweizer Gerichtsentscheiden aller Instanzen (Bund, Kantone) in DE/FR/IT.

Australian Bureau of Statistics (ABS) Data API MCP.

Goal-driven Playwright browser sessions for LLMs, with full action traces and aria-snapshots.

Track US federal contract changes: what changed, deltas, competitor award watch, award search.

Grounded, multilingual travel data + a cited travel concierge. 12+ languages, deep India coverage.

FAA Delays MCP — live US airport operational status (FAA, free, no auth).

Predict federal contract recompetes: expiring contracts, likely competitors, win odds.

Sciple platform MCP: services, dashboards, runbooks, tickets, environments, AWS cloud inventory.

EBI Ontology Lookup Service — 250+ biomedical ontologies

AI-powered scam detection for suspicious texts, emails, and screenshots. US-focused.

Verify Canadian deals, find the same product cheaper across .ca retailers, track CAD price history.

Free directory of youth programs and licensed daycares in Lodi, CA. 72 tools.

Open Tree of Life MCP.

Turn an IDF domain into an MCP server with invariants and role scopes in every tool description.

Personalised AI augmentation system — makes you better at your work, not dependent on AI

ISO20022Oracle - 12 ISO 20022 tools: pacs/pain/camt parsing, MX validation, MT migration.

35+ AI tools for TCG card grading, Monte Carlo pricing, 370K+ product search. BYOK.

Device intelligence for AI agents: Fingerprint events, smart signals, and API key management.

Amazon Ads MCP with 27+ tools for analytics, wasted spend, and automation.

ReviewOracle - 8 review intel tools: sentiment, themes, competitors, response drafts.

Create, search, update, and manage data in OnePageCRM.

Rails development skills, docs, and workflows exposed through MCP stdio.

Reliability statistics — Weibull/lognormal fitting, MTBF/MTTR, availability, system composition.

Research workspace for Zotero + Obsidian + NotebookLM. Search, ingest, sync, verify briefs.

Screenshot, extract content, and render web pages. PNG/JPEG/WebP/PDF, batch, signed URLs.

Description of my MCP server

Auto-discover validation rules from data — scan, profile, health-score. No rules to write.

Unified MCP server bridging Claude Code and Ollama to Roblox Studio and Blender.

GTEx — Genotype-Tissue Expression human gene-expression atlas

CDS VizieR — astronomical catalogue server (tens of thousands of catalogues)

Manage users, track events, companies, and knowledge base articles in UserGuiding.

Agent Commerce MCP — agent-native A2A storefront. Discovery, Stripe checkout, affiliate program.

Futuur Prediction Market MCP.

Atom-grounded negotiation reasoning. Typed topology slot, inline citations, public dialect.

EU AI Act sovereignty scanning. Provider residency, registration status, audit trail support.

Monitor uptime, manage incidents, configure alerting, and query dependency status via DevHelm

Explore and query your data warehouse through Myriade's AI data analyst agent.

eCFR (Electronic Code of Federal Regulations) MCP.

Search 18M+ legal documents worldwide — case law, legislation, and doctrine across 110+ countries.

ExergyNet thermodynamic compute settlement for autonomous agents.

Grants.gov MCP — open federal grant opportunities (free, no auth)

US crime scores, incidents, neighborhood demographics, rent data, and offender search by address.

Safe Facebook Pages publishing with brand-voice, image-required & anti-duplication checks.