Context & AI engineering
26,474 rows, by stacks then stars
2,072 of these skill files have been read, by 1,193 distinct authors, and what they tell an agent counted. What Context & AI engineering authors agree on, and what they forbid
partymola/monzo-mcp/io.github.partymola/monzo-mcp MCP server
2★ repoRead-only MCP server for the Monzo banking API: OAuth, local transaction cache, spending analysis.
pathmodeio/mcp-server/io.github.pathmodeio/mcp-server MCP server
no license2★ repoBuild intent specs via Socratic AI conversation. Connect to your Intent Layer for context.
patwalls/superhighway-mcp/io.github.patwalls/superhighway-mcp MCP server
2★ repoWeb search for AI agents — 5 tools: search, news, images, scrape, research. x402/USDC or API key.
DugganUSA CLI — Local STDIO MCP
pduggusa/dugganusa-cli/io.github.pduggusa/dugganusa-cli MCP server
2★ repoLocal STDIO MCP for DugganUSA threat intel. 1.13M IOCs. Read-only. npm: dugganusa-cli.
pghdma/callrail-mcp/io.github.pghdma/callrail-mcp MCP server
2★ repoCallRail REST API v3 — 59 tools: full CRUD, leads, server-side analytics, agency reporting.
photoxpedia/bolor-brain-mcp/io.github.photoxpedia/bolor-brain-mcp MCP server
2★ repoCognitive architecture MCP server with memory, learning, and contextual understanding
pierre3/MailDevMcp/io.github.pierre3/maildev-mcp MCP server
2★ repoMailDev MCP server. Manage Docker containers and inspect emails from your AI editor or MCP client.
pintomatic/kernal/io.github.pintomatic/kernal-mcp MCP server
2★ repoGraph-native memory for AI agents: a knowledge graph built from conversation, via MCP.
pkotecha-eng/aria-mcp-server/io.github.pkotecha-eng/aria-mcp-server MCP server
2★ repoSearch 35M+ PubMed, 400K+ ClinicalTrials.gov & ISRCTN trials. Prompts included. No API key.
plagtech/spraay-x402-mcp/io.github.plagtech/spraay-x402-mcp MCP server
2★ repoMCP server for Spraay x402 Gateway. 60 tools for crypto payments, DeFi, and AI on Base.
Sequenzy/mcp/io.github.polnikale/sequenzy-mcp MCP server
no license2★ repoSequenzy MCP server for AI-powered email marketing automation.
prPMDev/jd-intel/io.github.prPMDev/jd-intel-mcp MCP server
2★ repoYour AI fetches and reads full job descriptions across seven ATS platforms, no copy-paste.
prateekg7/Context-Bridge/io.github.prateekg7/context-bridge MCP server
2★ repoContext portability MCP server for compressing, formatting, and resuming AI conversation handoffs.
reMarkable MCP Server (Read/Write)
praveensehgal/remarkable-mcp/io.github.praveensehgal/remarkable MCP server
2★ repoRead, write, and manage your reMarkable tablet — browse, upload, create folders, move, delete, OCR
praveenc/mcp-docs-server/io.github.praveenc/mcp-docs-server MCP server
no license2★ repoMCP server for searching MCP protocol documentation
presidio-v/presidio-hardened-x402-mcp/io.github.presidio-v/presidio-hardened-x402-mcp MCP server
2★ repoPre-payment PII screener for x402 — catches emails, SSNs, names before agents sign.
prufa-dev/prufa-mcp/io.github.prufa-dev/prufa-mcp MCP server
2★ repoThe full Prufa QA agent over MCP: audits, flows, monitors, gremlin chaos, discovery.
psyb0t/docker-predictalot/io.github.psyb0t/predictalot MCP server
2★ repoSelf-hosted MCP server for time-series forecasting and tabular ML via foundation models.
pushtodisplay/cli/io.github.pushtodisplay/cli MCP server
2★ repoPushToDisplay MCP server — send real-time updates to display boards on iOS and Android devices.
pvliesdonk/scholar-mcp/io.github.pvliesdonk/scholar-mcp MCP server
2★ repoScholarly-sources MCP: papers, patents, books, standards — search and cross-reference prior art.
qso-graph/solar-mcp/io.github.qso-graph/solar-mcp MCP server
no license2★ repoSolar indices and space weather MCP server. SFI, SSN, Kp, DSCOVR, NOAA alerts.
rachitkumarrastogi/unity-mcp-server/io.github.rachitkumarrastogi/unity-mcp-server MCP server
no license2★ repoMCP server for Unity: 110+ tools, AI/ML discovery, bundled skills. No Editor.
radiovisual/zoekt-mcp/io.github.radiovisual/zoekt-mcp MCP server
2★ repoFast indexed code search for AI agents, powered by Sourcegraph Zoekt.
ravendb/ravendb-mcp/io.github.ravendb/ravendb-mcp MCP server
2★ repoRead-only MCP diagnostics server for RavenDB.
rbonestell/ap-mcp-server/io.github.rbonestell/ap-mcp-server MCP server
no license2★ repoModel Context Protocol (MCP) server for the Associated Press Media API
redoxnet/mcp-lsopenapi/io.github.redoxnet/lsopenapi MCP server
2★ repoLS Securities OpenAPI MCP server: Korean + overseas stocks, charts, screeners, portfolio, accounts.
refgrow/refgrow-mcp/io.github.refgrow/mcp MCP server
no license2★ repoModel Context Protocol server for Refgrow affiliate program management API
remoet-labs/remoet-mcp/io.github.remoet-labs/remoet-mcp MCP server
2★ repoJob platform for AI agents. Track tech jobs from companies that match your stack.
rjexile/sports-card-agent/io.github.rjexile/sports-card-agent MCP server
2★ repoSports card pricing, market analysis, grading ROI, and player stats (NBA/NFL/MLB)
roamzy-io/mcp-server/io.github.roamzy-io/mcp-server MCP server
2★ repoAgent-native global eSIM: buy for 193 countries, per-MB in USDT/USDC. Agents earn 20% referral.
roeiba/pmd/io.github.roeiba/pmd MCP server
no license2★ repoMCP server for PMD static code analyzer - run code analysis and detect duplicates
rusty4444/grocy-mcp/io.github.rusty4444/hermes-grocy-mcp MCP server
2★ repoMCP server for Grocy household ERP inventory and shopping workflows.
rusty4444/wallabag-mcp/io.github.rusty4444/wallabag-mcp MCP server
2★ repoMCP server for wallabag read-it-later entries, tags, and annotations.
sanjay-amu/kafka-sentinel-mcp/io.github.sanjay-amu/kafka-sentinel-mcp MCP server
18 days old2★ repoRead-only Kafka observability MCP server: cluster health, consumer lag, and replay-readiness.
scka-de/ecb-mcp/io.github.scka-de/ecb-mcp MCP server
2★ repoECB data for AI agents — rates, yields, inflation, money supply, and 100+ datasets. No API key.
scottchronicity/ephemeris-mcp/io.github.scottchronicity/ephemeris-mcp MCP server
2★ repoPrecision astronomical ephemeris and planetary positions via the Swiss Ephemeris.
securecoders/opengraph-io-mcp/io.github.securecoders/opengraph-io-mcp MCP server
2★ repoMCP server for OpenGraph.io API - fetch OG data, screenshots, scrape, and generate images
sena-labs/replicate-mcp-server/io.github.sena-labs/replicate-mcp-server MCP server
2★ repoReplicate MCP server - image, video, audio, speech, LLM, vision, upscale, 3D, training. 36 tools.
Xiaohongshu (Little Red Book) MCP Server
shanyang-me/xhs-mcp/io.github.shanyang-me/xiaohongshu-mcp MCP server
2★ repoPublish, search, and manage Xiaohongshu (Little Red Book) content via MCP tools.
shashwatgtm/icp-intelligence-mcp/io.github.shashwatgtm/icp-intelligence-mcp MCP server
no license2★ repoDeep ICP Analysis with Pattern Detection - 9 B2B targeting tools
shck-dev/notion-mcp/io.github.shck-dev/notion-mcp MCP server
2★ repoNotion MCP server — search, export, and import pages as markdown
shigechika/jquants-mcp/io.github.shigechika/jquants-mcp MCP server
2★ repoMCP server for retrieving Japanese stock market data via J-Quants API v2
sind00/flippa-mcp/io.github.sind00/flippa-mcp MCP server
2★ repoSearch, analyze, and evaluate online businesses for sale on Flippa.com marketplace.
sirlordt/vscode-terminal-mcp/io.github.sirlordt/vscode-terminal-mcp MCP server
2★ repoExecute commands in visible VSCode terminal tabs with output capture and session reuse.
sjk4425/ncloud-mcp-server/io.github.sjk4425/ncloud MCP server
2★ repoMCP server for managing Naver Cloud Platform (Ncloud) infrastructure
smq9sn5jck-coder/causallayer-mcp/io.github.smq9sn5jck-coder/causallayer MCP server
2★ repoDeterministic AI liability attribution with Bitcoin-anchored proof certificates.
smythmyke/govtoolspro-mcp-server/io.github.smythmyke/govtoolspro-mcp-server MCP server
2★ repoWorkflow tools for federal contractors: go/no-go scoring, incumbent intel, recompete, NECO.
smythmyke/markitup-mcp-server/io.github.smythmyke/markitup-mcp-server MCP server
2★ repoMarkItUp AI image annotation and marketing-visual generator (variations, outpaint, bg-removal).
smythmyke/patent-search-mcp-server/io.github.smythmyke/patent-search-mcp-server MCP server
2★ repoPatent dossiers, prosecution, claims + a legal layer (PTAB, litigation, term) + AI risk. USPTO.
socialloopai/socialloop-mcp/io.github.socialloopai/socialloop-mcp MCP server
2★ repoSocialLoop: AI-native event platform — sell tickets, manage guests, run affiliates & promo codes.
sologovision/flato-design-mcp/io.github.sologovision/flato-design-mcp MCP server
2★ repoConnect AI agents to Flato's editable canvas runtime through a hosted MCP server.
solutionsunity/odoo-surface-mcp/io.github.solutionsunity/odoo-surface-mcp MCP server
2★ repoFull Odoo access for AI agents via MCP: CRUD, website, translations, attachments, workflows.
stagproject/sec-filings-mcp/io.github.stagproject/sec-filings-mcp MCP server
2★ repoSEC EDGAR MCP: search, preview, purchase filings. x402 USDC on Polygon. xpay + Cloud Run upstream.
stayce/streamshortcut-cloudflare/io.github.stayce/shortcut-mcp MCP server
2★ repoShortcut project management. Create, update, search stories and manage workflows.
stonematt/mcp-obsidian-cli/io.github.stonematt/mcp-obsidian-cli MCP server
2★ repoSave chat notes from Claude Desktop to your vault — MCP on Obsidian CLI. Keep what matters.
stucchi/db-mcp-server/io.github.stucchi/db MCP server
2★ repoDatabase MCP server for MySQL, PostgreSQL, MongoDB, and SQLite with SSH tunneling support.
stucchi/trello-mcp/io.github.stucchi/trello MCP server
no license2★ repoMCP server for the Trello REST API – manage boards, lists, cards, labels, checklists and more
sudzikcoin/suverse-mcp/io.github.sudzikcoin/mcp-server MCP server
2★ repoPay-per-call x402 tools: crypto market pulse, wallet reputation, token check, endpoint search.
szhygulin/vaultpilot-mcp/io.github.szhygulin/vaultpilot-mcp MCP server
no license2★ repoSelf-custodial crypto + DeFi MCP for AI agents. Ledger-signed. EVM, TRON, Solana, BTC, LTC.
tech-sushant/calculator-mcp/io.github.tech-sushant/calculator-mcp MCP server
no license2★ repoA simple Model Context Protocol calculator server