API ATLAS

AI & Machine Learning: 1157 MCP servers

APIs and MCP servers for inference, embeddings, agents and data science workflows. Every record below links to its repository or documentation.

Listed
1,157
No auth needed
1,026
Full profiles
47

Servers in this category

447 of 1157
lihtness/gnomon-mcp Deterministic batch tools so LLM agents stop next-token-guessing dates and math. Rich now() snapshot (18 fields), calendar(ops) batch dispatcher (diff/until/since/add/weekday/businessdays, natural-language parsing), calc(expressions) Python eval with math+stats pre-loaded, and Pint-based unit conversion. One wiring for dates + math + units. Listed in the official MCP Server Registry. uvx gnomon-mcp.
bodyegypt/lobbyvoices-mcp Official remote MCP server for Lobby, an AI receptionist for small businesses. Seven free no-auth tools: write business phone scripts and IVR menus (English + Mexican Spanish), generate ElevenLabs agent system prompts, calculate missed-call cost, get a hire-a-receptionist verdict, role-play a call against the live receptionist engine, and get a real demo number to call. Typed structured outputs.
zaharajabeen13-create/ai-rete-rag-mcp Decisions the model doesn't make: a Rete rule engine returns the verdict, retrieval over your own policy documents explains it — so an explanation can't invent a threshold your rulebook doesn't have. Turn a written policy into draft rules that cite the sentence each encodes, save them as YAML, then decide; every verdict names the rule that fired, and you can ask why any rule didn't.
Perspective-AI/mcp Official MCP server for Perspective AI. An AI Concierge replaces static forms with adaptive AI conversations for lead qualification, customer research, onboarding feedback, and advocacy. Design conversation agents (Concierge, Interviewer, Evaluator, Advocate), analyze conversations, deploy embeds, and automate follow-ups (webhook, email, Slack, HubSpot).
haiiibin/data-profiler-mcp Profiles tabular data files (CSV, TSV, Parquet, Excel, JSON) for LLM agents: one-call dataset overview, per-column statistics, a data-quality audit (missing values, duplicates, mixed types, outliers), and memory-saving dtype suggestions. Pure Python (pandas); files are read locally and nothing leaves your machine. pip install data-profiler-mcp.
inity13/decisionmatrix-mcp Deterministic multi-criteria decision analysis (MCDA): score, rank & explain options against weighted criteria with weighted-sum, weighted-product, or TOPSIS, plus sensitivity analysis (which weights would flip the winner). Exact decimals, stateless. Free hosted endpoint or self-host (MIT). https://decisionmatrix-mcp.pages.dev/mcp
tufantunc/axiom-advanced-math-mcp Exact symbolic mathematics from a real computer algebra system (Giac/Xcas compiled to WebAssembly, no network calls): calculus, equation solving, linear algebra, combinatorics, and independent verification of a claim. Also runs as a shell command, so agents can use it as a skill with no MCP configuration. npx -y axiom-math
puspoaditya/cloudflare-workers-ai-mcp Cloudflare Workers AI inference for AI agents: LLM chat completions (Llama 3.3 70B, Llama 3.1 8B, Llama 4 Scout, Qwen Coder 32B, DeepSeek R1 Distill), text embeddings (BGE small/base), and image generation (Flux 1 Schnell) — generous free tier, no infrastructure to run. npx -y @puspoaditya/cloudflare-workers-ai-mcp.
notwhiteblank/scholar-rag-mcp Academic-paper knowledge base over local PDFs: MinerU parsing, metadata normalization, section annotation, Qdrant vector search with reranking, and context-safe paginated full-text reading. 11 tools including two-phase KB deletion; runs against local or OpenAI-compatible embedding/rerank/chat models (vLLM).
aurelio-nakamura/dataloupe Local, offline access to tabular data for AI assistants: list/describe/preview/query CSV/TSV/JSON/Parquet/Excel files, diff two datasets, and generate a self-contained interactive HTML explorer to open in any browser — nothing leaves your machine. Install via npx -y github:aurelio-nakamura/dataloupe mcp.
playidea-lab/pcq Agent-operable ML experiment contract (cq.yaml + JSON contracts) with a built-in MCP server exposing 14 tools (resolve/inspect/run/validate/describe/compare/lineage) for running, validating, and tracing experiments across any framework (PyTorch / HF Trainer / Lightning / sklearn / XGBoost). Apache-2.0.
kiro0x/five-mcp LLM character consistency engine — generates structured JSON constraints from 4 multiple-choice questions about an AI's psychology. Drop the JSON into any LLM's system prompt to prevent persona drift; reduces inference cost from retries. 160,000 personality patterns; works with any LLM.
ganapativs/microcharts Word-sized charts (sparklines, bars, bullets — 106 types) rendered to self-contained SVG with generated alt text. Three tools: find the right chart for a question, get its wiring, render it. Works in chat surfaces that can't run React. Install via npx -y @microcharts/mcp.
BlackMount-ai/blackmount-nlp-mcp Deterministic local text analysis: sentiment, readability scoring, keyword extraction, text similarity, summarization, and language detection across 18 languages. Pure Python, zero heavy dependencies, 42 KB wheel. Install: pip install blackmount-nlp-mcp.
leap-laboratories/discovery-engine Superhuman exploratory data analysis that finds the feature interactions and subgroup effects that LLMs and manual exploration miss — with p-values, effect sizes, and literature citations. Data goes in, validated insights come out. Free for public data.
gpartin/WaveGuardClient Physics-based anomaly detection via MCP. Uses Klein-Gordon wave equations on GPU to detect anomalies with high precision (avg 0.90). 9 tools: scan, fingerprint, compare, token risk, wallet profiling, volume check, price manipulation detection.
Bright-L01/networkx-mcp-server The first NetworkX integration for Model Context Protocol, enabling graph analysis and visualization directly in AI conversations. Supports 13 operations including centrality algorithms, community detection, PageRank, and graph visualization.
mrnh/rigor Classical hypothesis testing, effect sizes, power/sample-size, and multiple-comparisons correction, computed from scratch and returned as a cited, assumption-checked answer instead of a number recalled from training data. uvx rigor-mcp.
FantasyLab-ai/aurora Glass-box statistical analysis: 19 research-grade methods, cited findings, integrity-hashed bundles, and measured detector false-fire rates shipped as a calibration corpus. Agents cite real math instead of inventing it. uvx aurora-mcp.
kleinicke/ply-visualizer 3D Visualizer: inspect, compare and export point clouds, meshes and calibrated depth data, with interactive previews in WebGL-capable MCP Apps clients. Supports labeled selections, measurements, NumPy/PyTorch inputs and COLMAP depth.
KyuRish/mcp-dashboards 45+ interactive chart types (bar, line, pie, candlestick, sankey, geo, radar, funnel, treemap, and more), dashboards with KPI cards, drill-down navigation, live API polling, 20 themes, and export to PNG/PPT/A4. Built on MCP Apps.
marzukia/charted Zero-dependency chart server that renders bar, line, pie, scatter, and more from JSON or CSV to SVG, HTML, PNG, or data URL. Built-in themes; PNG output renders inline in chat. Install via uvx --from charted[mcp] charted-mcp.
jonahthan433/cortexcloud-mcp Pay-per-call QUBO/Ising optimization for AI agents: estimate free, solve per run (classical $0.05, hybrid $0.10, quantum $0.85) via x402 (USDC on Base). No API keys. Remote Streamable HTTP at https://api.cortexcloud.org/mcp.
pushtodisplay/cli Push To Display MCP server send structured content to selected boards on iOS and android devices with app Push To Display, route updates to specific panels, and render in real time with display-focused multi-panel layouts.
TsvetanG2/cognigy-ai-mcp-management-server Management and automation server for the Cognigy.AI conversational AI platform, exposing 132 tools across flows, agents, snapshots, NLU, functions, and deployment. Published to the official MCP Registry. npx mcp-cognigy
Whatsonyourmind/oraclaw Decision intelligence MCP server with 19 algorithms (bandits, Monte Carlo, constraint optimization, forecasting, anomaly detection, risk analysis, graph algorithms), 28 MCP tools. Install via npx -y @oraclaw/mcp-server.
nteract/semiotic React data visualization MCP server with 30+ chart types. 5 tools: suggest charts for a dataset, render validated React configs to SVG, diagnose configuration anti-patterns, get component schemas, and report issues.
avisangle/calculator-server A comprehensive Go-based MCP server for mathematical computations, implementing 13 mathematical tools across basic arithmetic, advanced functions, statistical analysis, unit conversions, and financial calculations.
pramod/kaggle This Kaggle MCP Server makes Kaggle more accessible by letting you browse competitions, leaderboards, models, datasets, and kernels directly within MCP, streamlining discovery for data scientists and developers.
subhatta123/twilize Programmatic Tableau workbook (.twb/.twbx) generation — 47 MCP tools for charts, dashboards, calculated fields, dashboard actions, workbook migration, and CSV-to-dashboard pipelines. Install via uvx twilize.
laszlopere/mcp-gnu-units Unit conversion and dimensional analysis backed by the bundled GNU units database (3000+ units, compound expressions, reduction to SI base units). Offline and deterministic. uvx mcp-gnu-units.
abhiphile/fermat-mcp The ultimate math engine unifying SymPy, NumPy & Matplotlib in one powerful server. Perfect for developers & researchers needing symbolic algebra, numerical computing, and data visualization.
DataEval/dingo MCP server for the Dingo: a comprehensive data quality evaluation tool. Server Enables interaction with Dingo's rule-based and LLM-based evaluation capabilities and rules&prompts listing.
andyliszewski/grounding-ai Build a searchable index from PDFs, EPUBs, and Word docs. Claude queries it via MCP and pulls grounded answers with exact page-and-section citations. Local-first, no cloud dependency.
gogabrielordonez/mcp-ragchat Add RAG-powered AI chat to any website with one command. Local vector store, multi-provider LLM (OpenAI/Anthropic/Gemini), self-contained chat server and embeddable widget.
guillaumehussong/standard-vocal-mcp Voice Agent Factory for Vapi phone agents: vertical templates, self-testing agents, audio forensics, prompt versioning, and CI regression gates. npx -y standard-vocal-mcp
MS-Teja/Glyphic Generate diagrams from structured JSON across 18 types (architecture, ERD, sequence, flowchart, Gantt…) — native SVG/PNG, no headless browser. Built for LLMs and agents.
ShipItAndPray/mcp-compress Data compression MCP server. 7 tools for gzip, brotli, deflate, and TurboQuant quantization. Auto-selects best algorithm. 60x compression on docs. Zero dependencies.
phuongrealmax/code-guardian AI-powered code refactor engine with 80+ MCP tools for code analysis, hotspot detection, complexity metrics, persistent memory, and automated refactoring plans.
ShipItAndPray/mcp-turboquant LLM quantization via tool call. Convert models to GGUF, GPTQ, and AWQ formats. Recommend optimal quant settings, evaluate quality, and push to Hugging Face Hub.
Ratnaditya-J/csvglow Generate beautiful self-contained HTML dashboards from CSV/Excel files with interactive ECharts visualizations, dark gradient theme, and sortable data tables.
98lukehall/renoun-mcp Structural observability for AI conversations. Detects loops, stuck states, breakthroughs, and convergence across 17 channels without analyzing content.
Archerkattri/mathlas Airtight math for agents: 3.7M-theorem search, PSLQ constant ID, OEIS, real Lean kernel checks, applicability checklists. No LLM inside, no API key.
Daichi-Kudo/llm-advisor-mcp Real-time LLM/VLM model comparison with benchmarks, pricing, and personalized recommendations from 5 data sources. No API key required.
bradleylab/stella-mcp Create, read, validate, and save Stella system dynamics models (.stmx files in XMILE format) for scientific simulation and modeling.
agmonetti/mathmethods-mcp Numerical methods MCP server for root finding, numerical integration, differential equations (RK4), and Lagrange interpolation.
optuna/optuna-mcp Official MCP server enabling seamless orchestration of hyperparameter search and other optimization tasks with Optuna.
kdqed/zaturn Link multiple data sources (SQL, CSV, Parquet, etc.) and ask AI to analyze the data for insights and visualizations.
ai.diezx/diezx Business Observability: process inventory, AP risk, sales temperature, savings. diezX customers only
ai.gigaverse/gigaverse Portable Roth IRA signups for gig workers: eligibility checks, signup initiation, partners, sandbox.
Alpic Manage your projects, debug deployments, and check analytics for any MCP server you host with Alpic.
Balanços.AI Balanços, DRE, DFPs da CVM e IF.data do BCB de empresas brasileiras. Brazilian financial statements.
Bowmark Do things on live websites: prices, availability, quotes, bookings, anything behind a form or login.
Chiplab Run, build, and validate firmware on virtual hardware from your AI agent. Hardware knowledge corpus.
Contabo (VPS) MCP Server Contabo API (v1.0.0) as MCP tools for cloud provisioning, and management. Powered by HAPI MCP server
FinStat Documents in, reconciled double-entry books out. Statements, invoices, receipts, matched and posted.
Harmny Harmny career frameworks, competencies, goals, org metrics and tasks as live context in MCP clients.
Manilo Log, query, and edit expenses, budgets, and accounts in Manilo from any MCP-compatible AI assistant.
ProofSlip Receipt-based verification for AI agent workflows — create, verify, and poll ephemeral proof objects
Tellers.AI This MCP lets your agent edit your videos, generate voiceovers, AI clips, titles, motion, music, etc
xbrlkit Read SEC EDGAR and XBRL filings with an AI: 18 tools over the filing itself. Local, free, no account
Aevia AI-powered life cycle assessment and modelling: connect to LCA databases, build and analyze systems
AgentUtility Rollforge MCP server for the @agentutility rollforge cluster — pay-per-call x402 tools, no API keys, USDC on…
ai.imboard/dossier MCP server for dossier automation standard - enables LLMs to discover, verify, and execute dossiers
ai.iturri/market-data Verified market data for AI trading agents: quality-flagged candles, funding, OI, order flow. x402.
ai.kaiv/version-truth Latest versions, LTS windows, and EOL dates for 300+ products. Fresh ground truth for stale models.
ai.kavel/kavel-mcp Discover Kavel's AI photo/video generators, get tuned prompts, and open the right tool on kavel.ai.
ai.quantifyme/quantifyme Describe a trading strategy in plain English and deploy a live signal model in one call. No signup.
ai.sitectrl/sitectrl Your AI builds real hosted websites: describe it, get a live site with SSL, forms, analytics. Free.
ai.smithery/airmang-hwpx-mcp 자동화하여 HWPX 문서의 로딩, 탐색, 편집, 검증을 한 번에 처리합니다. 문단·표·주석 추가, 텍스트 일괄 치환, 머리말·꼬리말 설정 등 반복 작업을 신속히 수행합니다. 기…
ai.smithery/docfork-mcp @latest documentation and code examples to 9000+ libraries for LLMs and AI code editors in a singl…
ai.smithery/duvomike-mcp Transform numbers by doubling them and adding 5. Get instant results with a clear breakdown of the…
ai.smithery/feeefapp-mcp Enable AI assistants to interact seamlessly with Feeef e-commerce stores, products, and orders usi…
ai.smithery/slhad-aha-mcp A TypeScript MCP server for Home Assistant, enabling programmatic management of entities, automati…
ai.spideriq/leads SpiderIQ Leads: lead-gen MCP (jobs, campaigns, IDAP, Maps, People, Verify, company intel, spiderPR)
Anki MCP Server MCP server for Anki flashcards: adaptive review, notes, media, and deck management via AnkiConnect.
App Store Trends MCP App Store and Play downloads and charts over time, Android uses bundle ID. Free key at trendsmcp.ai
app.lance/app-manager App Store Connect operator for AI agents: icons, TestFlight builds, listings, IAP, rejection fixes.
bolthub Marketplace Discover and call every paid API on the bolthub marketplace with automatic L402 Lightning payments.
DarkFunnels WhatsApp AI sales agent on your own number via QR, no Meta API: audit chats, edit playbook, orders.
Drone Intelligence Drone-sector market intelligence for AI agents: free briefings and profiles, licenced tracker data.
Elicitly Human-in-the-loop for AI agents over MCP elicitation: confirm/form dialogs plus a capability doctor
Elicitly Pro Human-in-the-loop for AI agents over MCP: durable approvals with a hosted review page & audit trail
Emisso Connect Connect AI agents to the legacy systems LATAM business runs on. Live in Chile: tax, banks, payroll.
FeatureBoard Local-first project board MCP: an AI agent plans, works, verifies, and ships tickets from markdown.
Funlet Events by text: plan, invite people and groups, send reminders, track RSVPs. US and Canada numbers.
Ledgy Log, query, and edit expenses, budgets, and accounts in Ledgy from any MCP-compatible AI assistant.
LensHub Team knowledge from 20 connectors, served to any MCP agent — classified, scored, access-controlled.
Outlit Outlit gives agents real-time understanding of customers to automate support and revenue workflows.
Panel Review Guardian agent for AI coding: four frontier models review risky diffs and commits before they ship.
PuroAir Breathe with Confidence. Live MCP catalog for PuroAir HEPA air purifiers - stock, pricing, details.
Rockmoon Financial Data Cross-market (US/JP/KR) structured financials, segments, ownership & metrics, traceable to filings.
ScoreIA Open Chamber You are the model under test. Enter ScoreIA Open Chamber; signed cards include failures. Auth none.
SPM Agent memory that refuses to guess: evidence-gated recall, exact-source reads, verifiable deletion.
Susurration A playground built for AI agents: run a flock, leave verified traces, propose exhibits. Be curious.
THIRI Chord Intelligence Deterministic music theory for agents: analyze, voice, reharmonize, conduct — computed, not guessed
Threadminder Persistent context for Claude. Your AI always knows your projects and next actions across sessions.
Vaaya Paid APIs and tokenized shares for agents. Prepaid funding, including authorized Instinct checkout.
Velvt Social network and public observatory where autonomous AI agents meet, create, interact and evolve.
Weftly Find & cut horizontal and vertical video clips (Shorts/Reels), transcribe & summarize. Pay per job.
AgentUtility Agentops MCP server for the @agentutility agentops cluster — pay-per-call x402 tools, no API keys, USDC on…
AgentUtility Bestiary MCP server for the @agentutility bestiary cluster — pay-per-call x402 tools, no API keys, USDC on…
AgentUtility Mediakit MCP server for the @agentutility mediakit cluster — pay-per-call x402 tools, no API keys, USDC on…
AgentUtility Statline MCP server for the @agentutility statline cluster — pay-per-call x402 tools, no API keys, USDC on…
AgentUtility Wordmint MCP server for the @agentutility wordmint cluster — pay-per-call x402 tools, no API keys, USDC on…
ai.anha/resolver Resolve @handles to post-quantum-signed agent identities and transact with the brands behind them.
ai.mcpmyadmin/mcpmyadmin Query 40 databases from Claude, ChatGPT, or Cursor — on any device. Read-only, encrypted, audited.
ai.myspaice/spaces myspAIce, give your AI a social life: games, music, friendships. An immersive world. Just walk in.
ai.parceled/mcp Real estate data for AI agents: US parcel boundaries (tiles), owners, sale history, permits, hail.
ai.plero/plero Operating system for creative companies: clients, projects, estimates, contracts, invoices, talent
ai.posteverywhere/mcp Schedule and publish social posts to 11 platforms with media, campaigns, analytics and AI captions
ai.promptarch/mcp Research-backed linting + generation for agent context files (CLAUDE.md, AGENTS.md, Cursor rules).
ai.shumi/mcp Crypto market intelligence: prices, funding rates, narratives, regime, and delta-neutral research.
ai.smithery/clpi-clp-mcp Manage simple context workflows with quick init and add actions. Access the 'Hello, World' origin…
ai.smithery/isnow890-data4library-mcp 책 싫어하는 제가 책에 대해 아는척하고 싶어서 만들었습니다.. 내 주변 도서관 실시간 대출 확인 읽고 싶은 책을 검색하면 주변 도서관 대출 가능 여부를 즉시 확인 굳이 도서관…
ai.vidocu/vidocu AI Knowledge Platform: turn videos, PDFs, and slides into subtitles, voiceovers, and documentation
AnomalyArmor Data observability tools for engineering teams: alerts, freshness, schema drift, lineage, quality.
Apatero Studio AI image and video generation, talking avatars, consistent characters and photo packs from Claude.
app.goshipyard/shipyard Ship, discover and review vibe-coded projects on Shipyard, the invite-only feed for AI-built apps.
BeatBandit MCP AI story development, screenplay editing, review, media, and export tools for BeatBandit projects.
contextburn Run efficiency for coding agents: share of paid tokens that became output, not context re-reading.
Epinu Agent-first marketplace for real-world assets — agro and energy first; humans approve every write.
HAPI Strava MCP Server Strava MCP tools for AI: athletes, stats, segments, clubs, and routes. Powered by HAPI MCP server.
hiveWiki Shared project wiki for AI agents: read and write pages, next actions, and activity logs over MCP.
MemCell Living memory for AI coding agents: recall before acting, report outcomes so confidence is earned.
Merron Inspect selected project excerpts and screen user-confirmed facts for bounded EU AI Act readiness.
Nowen Research companies with an AI advisor, run vendor comparisons, and generate ranked business ideas.
openaso App Store Optimization for AI agents: keyword ranks, suggestions, popularity, competitors, reviews
Raven Design intelligence for coding agents: audits, design systems, and a taste profile agents consult.
RoboSystems Accounting knowledge graphs: SEC XBRL filings, QuickBooks ledgers, reports and forecasts over MCP.
ROIC.AI Financial Data ROIC.AI financial data: statements, ratios, prices, and earnings transcripts for public companies.
SentiSense US market mood, stock sentiment, SentiSense Score, news, analyst ratings, and institutional flows.
Shipstar Generate changelogs, release emails, help-center articles, banners, and social posts from commits.
smry Product Read public sources and manage a smry library, feeds, notes, highlights, files, and page monitors.
SnowSure — Snow & Ski Live ski snow, multi-model forecasts, powder rankings & a grounded Answer Engine for 500+ resorts.
Spiderbrain Deterministic context layer for your codebase: change impact, blast radius, answers with receipts.
TravelMindsAI Concierge Grounded, multilingual travel data + a cited travel concierge. 12+ languages, deep India coverage.
Vidofy Generate video, images, audio and speech with Vidofy — Veo 3.1, Kling 3.0, Flux 2 and 570+ models.
Voxplo Give AI agents a phone: outbound AI calls that return a summary, transcript, and extracted fields.
Workledge A growing notebook shared by every AI you use. Save in conversation, recall from any connected AI.
WPConvert MCP Convert frontend folders to WordPress themes: quota, convert, status, download, preview, failures.
Yarr MCP Self-hosted media fleet operations across Sonarr, Radarr, Plex, and related apps over MCP and CLI.
Zaira Labs Guide Trust signals for AI agents: an open agent-readiness standard and developer tool guide. Read-only.
ABMeter Run A/B experiments through your AI assistant. SDKs for Ruby, Python, JS, Node, React Native, Go.
AgentMesh Be an agent on the AgentMesh network: find agents, hire them, be hired, and read your mesh inbox.
AgentUtility Compose MCP server for the @agentutility compose cluster — pay-per-call x402 tools, no API keys, USDC on…
ai.agentberg/agentberg Agent-to-agent trading intelligence exchange. Publish findings, vote on quality, earn reputation.
ai.bitroad/bitroad Marketplace for AI agents: buy goods and services under spending caps, with returns and disputes.
ai.corduroy-labs/updates Corduroy Labs studio updates over MCP: listupdates and getupdate, backed by the site's JSON Feed.
ai.dimetrics/dimetrics HPC lease economics, datacenter power, debt linkage, and political risk for miners and neoclouds.
ai.gregbenza/openhouse The Open House: a locker, a verifier, a fair coin, a job board, and rooms that give nothing back.
ai.multi-turn/enacta Long-term memory for AI agents: durable records, observable retrieval, governed context assembly.
ai.perfloop/perfloop Always-on performance engineering for your own code: proven pull requests, the merge stays yours.
ai.sellermate/amazon-ads Ask your Amazon Ads account anything and act with guardrails. Remote MCP, OAuth, free to connect.
AkkruData SEC filings, financial statements, metrics, insider and institutional holdings as structured data
app.hykeep/keep Keep — AI-first delivery PMO: projects, records, tasks, cycles, requirements, artifacts and time.
Arclan MCP Registry MCP registry: 138k servers crawled, handshake-validated, reliability-scored. 744 production-safe.
Caulo Social network for verified humans where your AI agent reads the feed, posts, DMs, and moderates.
Contio MeetingOS Contio MeetingOS: meetings, transcripts, action items, agendas, calendar, and project management.
CueFrame Turn footage into finished video: content-aware reframing, captions behind the subject, graphics.
Data Center Index AI infrastructure tracker: data center campuses, power projects, MW and the companies behind them
DripMetrics Crypto market microstructure, options, and on-chain metrics. Free discovery; $0.05/call via x402.
Ecommerce Trends MCP Product and category demand trend volume over time, with growth signals. Free key at trendsmcp.ai
FilmeeAi Turn a one-line story idea into a narrated anime video with BGM and subtitles, from any AI agent.
FrameThrower Film stills from 5,489 films, searchable by lighting, lens character, shot size, colour and mood.
Marcora Tools for creating on-brand marketing content using Marcora's intelligent context infrastructure.
maxcv — CV tailoring Score and tailor your CV/resume against a job posting — for AI agents and humans, no-login trial.
OrgGen AI Generate org charts, MCD/ERD data models, and C4 architecture diagrams — pilot OrgGen AI via MCP.
oruk Speech Hosted speech-to-text + speech emotion/tone analysis for agents. No install; trial keys built in.
pdfAssistant Convert, merge, compress, OCR, redact, and sign PDFs inside your AI assistant. From pdfAssistant.
Revelara Reliability intelligence: production incidents, risk register, controls catalog, knowledge graph.
Searcher OS AI agent access to your Searcher OS deal feed, pipeline, buy boxes, CIM analysis, and broker CRM.
Signal8 SEC filings, dilution, insider & institutional ownership, and political-trade data for AI agents.
StackEasy Ask Claude or ChatGPT about your own credit cards: best card to use, utilization, missed rewards.
TenderDelta TED procurement notices and changes for AI workflows, with source links, deadlines and freshness.
TrackRadar Track ID for Instagram, SoundCloud, YouTube, TikTok, Mixcloud — incl. underground and unreleased.
TuringTap Live decrypted HTTP(S) traffic visibility for AI agents, plus human handoff for 2FA and captchas.
ViralSpin AI video editing + publishing: turn clips into vertical shorts, post to TikTok/Instagram/YouTube.
vokse Household budgeting app with AI assistant: zero-based envelopes, accounts, transactions, reports.
AgentUtility Locale MCP server for the @agentutility locale cluster — pay-per-call x402 tools, no API keys, USDC on…
AgentUtility Retail MCP server for the @agentutility retail cluster — pay-per-call x402 tools, no API keys, USDC on…
ai.adtest/adtest-mcp AI-only ad scoring for Claude: score image, video or text ads on 13 dimensions before you spend.
ai.agentgates/mcp Confidential compute and inference sold to agents over x402 USDC, plus an agent wallet over MCP.
ai.backrow/backrow Turn any recording or document into notes, flashcards and quizzes your agent can read and act on
ai.duvera/gateway Governed AI actions with signed, verifiable receipts: free keyless reads, human-approved writes.
ai.kaiv/dns-check Live DNS lookups for agents: A/MX/TXT/SPF/CNAME/PTR with TTLs and DNSSEC, via Google Public DNS.
ai.ssid/ssid-mcp Manufacturer-cited router default logins and compliance check, plus MAC/OUI vendor lookup. Free.
ai.testiv/mcp Local-first visual regression for AI agents: verdicts, diff images, explainsnapshot. No API key.
ai.unpaper/cli Slide decks locally: templates, checks, HTML to editable PowerPoint, .pptx rescue. No AI inside.
ai.upriver/upriver Know what's gaining traction online: breakout topics in tech, sports & politics, with citations.
ai.vortexiq/vortex-iq Read-only access to your VortexIQ store data: audits, KPIs, alerts, Brand DNA, reports, Ask VIQ.
Alchemist Cloud Tickets Dispatch and track Alchemist Cloud tickets, watch deploys, read logs, and query your project DB.
Arc Local hub your coding agents sign into: rooms, tasks, decisions, artifacts, memory. Desktop app.
bolthub The bolthub API marketplace, L402 gateways, and your other MCP servers, on one Lightning budget.
Buron Marketing-measurement MCP: dashboards, cross-channel queries, integrations, and knowledge files.
Calfeed Turn a written schedule into a live calendar link people subscribe to in Apple, Google, Outlook.
Crypto Trends MCP Crypto token and narrative trend volume over time, with growth signals. Free key at trendsmcp.ai
Dazbench Task management your AI agents can actually run. One line becomes a context-ready task over MCP.
DREAMHALL Human-authored personal context before AI guidance, built through private structured reflection.
Flamel Public Content Read-only MCP server for Flamel.ai's public content: company overview, blog, case studies, FAQs.
Forge Engine Design spec + milestones AI coding agents read before building; drift flagged, changes reviewed.
Fullmakt Credential broker for AI agents: scoped, revocable API access with policy enforcement and audit.
GO AI Tools 31 no-AI tools: image conversion and EXIF stripping, App Store assets, colour maths. No API key.
Great Arrow Shared memory and actions for Claude, Kiro, OpenAI, Cursor, and other MCP-compatible AI clients.
Khwan Durable AI memory: recall distilled facts in a later session or subagent, and remember new ones.
Learn with Agents Your AI agent builds interactive block-based courses over MCP; take them at learnwithagents.app.
MentionAgent Link building outreach from your agent: review drafts, send the batch, answer publisher replies.
mrmarket.ai Analytical engine for US-listed equities: screens, rankings, and event studies in plain English.
Nauro Human-approved project judgment and current state for connected AI agents, surfaced before work.
Petstore MCP Server Swagger Petstore API (v1.0.27) as MCP for testing and prototyping powered by the HAPI MCP server
Plyto AI that makes and runs your Google and Facebook ads from your own account, with a CRM behind it.
publishwith.ai Publish AI reports as managed native links with versions, access control, revocation, and audit.
Social Media Trends API Cross-platform social trend signals from TikTok, YouTube, Reddit and X. Free key at trendsapi.ai
Soma RMCP runtime for provider-backed agents with CLI, REST, HTTP MCP, plugins, and scaffold support.
ThinkNEO Control Plane Enterprise AI Control Plane: governance, guardrails, spend tracking, compliance & smart routing.
TVWizard Control Android TV from any AI. 38 MCP tools: playback, recap, recommend, smart-home, schedules.
Webhound Budgeted reports and datasets with Hound, Webhound's DeepSeek V4 Pro + GPT-5.4 research harness.
Affiliate Networks MCP Affiliate network reporting in your AI client. Bring your own keys. Most adapters experimental.
ai.butlerbrain/mcp Persistent memory for AI assistants. Save once; recall from Claude, ChatGPT, or any MCP client.
ai.jawz/jawz Live macro data for AI agents: regime, conditions, liquidity, with input provenance. No signup.
ai.krtr/krtr Pre-diligence AI for founders, investors, and firms — multi-agent pitch analysis and deal flow.
ai.northlit/northlit AI design studio: briefs to direction boards, HTML prototypes, images and video. OAuth sign-in.
ai.openhelm/dev-changes Turn described changes into reviewed pull requests: propose, triage, review, dependency audits.
ai.openhelm/monitoring Site & competitor monitoring: snapshots, evidence-backed diffs, briefs, price checks, mentions.
ai.pullpush/pullpush-mcp Connect any two APIs and keep them in sync — 48 MCP tools with shadow previews and diagnostics.
Boolsai Grep Parallel regex across all Boolsai scans — discover new vendor patterns, niche signals. 4 tools.
CertScore.ai MCP Light Free website privacy scanner for pre-consent cookies, trackers, consent, policy, and HTTPS/TLS.
Chronary Calendar API for AI agents: events, availability, Google/Microsoft setup, scheduling, and iCal.
cnpj.ai Empresas, sócios e conexões por CNPJ. Brazilian company data, ownership and corporate networks.
DeskClone Ask a company's DeskClone support agent from Claude, Cursor or any MCP client (API key needed).
DJZS Trust MCP Deterministic pre-execution audit for trading agents. PASS/WAIT/FAIL, reproducible verdicthash.
Engram Persistent, verbatim, searchable memory for AI assistants — one memory across every MCP client.
eonik Read brand, research, and performance facts; draft briefs. Never spends. You approve every cut.
good-sport Sports-analytics research assistant that grades its own model and reports the losses. $9.99/mo.
Helixar Security Security tools for AI agents: scan MCP servers, validate HDP delegation chains, audit releases.
Inferventis MCP Server Loan & mortgage calculator, compound interest, ROI, crypto prices, FX conversion for AI agents.
InfraPulse AI agent infrastructure for discovery, authorization, execution, identity, and signed receipts.
KEZAI Cultural Memory Private cross-media memory for AI assistants: recommendations, progress and controlled actions.
Limurse Find, vet and budget bookable influencers, photographers and videographers for brand campaigns.
Ludo AI Game Assets Generate game assets with AI: sprites, 3D models, animations, sound effects, music, and voices.
Nausika Mediterranean marine, nautical, sailing: forecasts, tides, sea routes, anchorages, POIs for AI.
NetSuite Link (beta) BETA — Run SuiteQL, read/write NetSuite records, query SuiteAnalytics, and run saved bookmarks.
Nexez Agentic Commerce Find Nexez sellers, inspect offers, and validate checkout or negotiation before buyer approval.
RCLL Self-hosted shared memory for a team of AI agents. Rooms, L0-L3 depth, no LLM on the read path.
SEO Trends MCP Spot keyword demand rising or fading. Trend volume and growth signals. Free key at trendsmcp.ai
ShotClick Screenwriting Your AI writes inside real screenplays: formatted scenes, locked numbering, outlines, research.
Signal not Noise AI-driven daily-focus todo app on your phone (max 3/day). View & add todos from any MCP client.
Siren Deterministic visual marketing engine. Your agent plans, renders, and posts on-brand campaigns.
Spala Public MCP Discovery, OAuth, project operations, and exact project MCP handoff for Spala backend projects.
Steam Trends MCP Steam concurrent players by game over time, monthly trends and growth. Free key at trendsmcp.ai
TooHardBasket.ai Marketplace where AI agents get real work handled and build provable, evidence-only reputation.

Showing the 447 most complete records. The remaining 710 are searchable in the interactive index .

Rows marked ↗ have no reference page of their own — the source registry did not provide enough to write one — so they link straight to the provider's documentation.

Authentication

How the 1157 records in this category authenticate callers. Values come straight from the source registries; records the sources do not describe are counted as unknown rather than guessed.

  • No authentication 1026
  • Unknown 126
  • API key 5

Also in AI & Machine Learning: 46 free APIs

Related topics