MCP Server Directory

kaka-milan-22/kops

Read-only kubectl with structured JSON output, hardcoded safe verbs, withheld Secret and ConfigMap values, and one-shot cluster triage and inventory.

leadbrain/korean-data-mcp

Real-time Korean web data via Apify: Naver place reviews and news, Melon music chart, Daangn and Bunjang listings and Musinsa fashion rankings.

kim-dongho/krds-a11y-mcp

Korea's government design system (KRDS) components with KWCAG 2.2 (Korean web accessibility standard) built in: refuses markup when labels or alt text are missing, checks rendered pages with axe plus real keyboard and contrast measurements, and ships Claude Code/Codex hooks that keep agents from finishing while violations remain.

koraykutlu/kut

Local-first personal CRM that keeps your contacts as plain Markdown files. Read-only MCP server (kut.pyw --mcp): search people, open a contact card, see who to reach out to this week, recent conversations and a meeting brief. Contacts marked private are never listed, secrets are masked, and phone numbers and emails are never returned.

hugoles/langfuse-mcp

Read access to the Langfuse Public API: traces, observations, sessions, scores, prompts, datasets, metrics, models, projects and comments.

mgnirck/lecka-mcp

Race nutrition planning for endurance athletes: carb, sodium and fluid targets plus Lecka product recommendations by race type, conditions and weight.

JoeGlenn1213/lgh

Local Git hosting for coding agents: serve any directory as an HTTP Git remote with push events, commit statuses, secret and large-file detection and backups.

lisamaraventano-spine/mcp-server

Underground Cultural District: developer utilities (UUID, JSON, Base64, hashing, JWT, regex, cron), creative tools and a marketplace of digital goods.

sailorpepe/litvm-tcg-oracle-mcp

On-chain TCG price oracle for LitecoinVM: card search, price history, Merkle proof verification, Monte Carlo simulation and AI card grading.

wulun811/LiuHe

Code tools for LLMs to read, understand and modify code, using a tree-sitter parser, SQLite index and transactional writes.

romanshumy/llm-prices-data

Live LLM API token prices, model comparisons, cheapest-model lookups and The LLM Price Index, re-verified daily against provider pages.

unixlamadev-spec/lpxpoly-mcp

Polymarket analysis via LightningProx: find mispriced markets, analyze specific markets and list top markets by volume, paid per request over Lightning.

modus-agendi/managed-agent-control-mcp

Control Claude Managed Agents: launch agents, watch their events, reply, approve tool calls and stop them.

ShipItAndPray/mcp-market-data

Live cryptocurrency market data: real-time prices, OHLCV, order books and market summaries.

agmonetti/mathmethods-mcp

Numerical methods: root finding, numerical integration, differential equations (RK4) and Lagrange interpolation.

mctlhq/mctl-mcp

Kubernetes management and automated GitOps.

ManuelWarland/MemCore

Long-term memory shared by every AI coding assistant on one machine: a single local SQLite file with FTS5 search and optional multilingual semantic search, no daemon and no cloud, reachable over MCP, a CLI or plain SQLite.

mukul-dutt/mentionsapi-mcp

Check whether AI assistants recommend your brand: mentions, ranks and citations across ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews and Copilot.

Davison-Francis/min8t-sdks/deliveriq-mcp

Email deliverability: single and batch verification, email finder, DNSBL checks, SPF/DKIM/DMARC/BIMI analysis, spam-trap scoring and domain trust reports.

itsalissonsilva/ModelSafetyMCP

Scan ML model artifacts, URLs and directories for unsafe serialization, malicious patterns and risky packaging using ModelScan, PickleScan and heuristics.

laszlopere/mcp-molecules

Chemistry tools from NIST data: molar mass with uncertainties, isotope-distribution mass spectra and name-formula lookup, offline or with online fallback.

mahAnuj/mcp-multi-db

Unified read-only tools for PostgreSQL, MySQL and SQLite: list databases and tables, describe tables and run queries, enforced at SQL and database level.

musajala/musajala-mcp

Collaborative Arabic poetry arena and Poetic Equity protocol connecting AI agents with human poets.

Souzix76/n8n-workflow-tester-safe

Test, score and inspect n8n workflows with config-driven test suites, two-tier scoring, execution traces and a built-in node catalog.

Nebula-Block-Data/nebulablock-mcp-server

Access the full NebulaBlock API.

juergenkoller-software/nemeton-mcp

Control Nemeton, a macOS virtual machine manager built on Apple's Virtualization framework: Linux and macOS VMs, APFS snapshots, console, files and networking.

Leekangbum/networklytics-mcp

Social network analysis of YouTube comments: influencer centrality ranking, Louvain community detection and sentiment analysis.

newsagentdata/newsagent-mcp

Real-time news with ML enrichment: urgency scoring, political lean and event clustering across many countries.

PHONGUIT22/nostrpulse-full

Agent-to-agent (A2A) commerce framework using Nostr NIP-90 and Cashu eCash micro-settlements.

moxiespirit/oathscore

Real-time market state for trading agents (exchange status, VIX/VVIX/SKEW, economic events) plus quality ratings for financial data APIs.

0xzcov/omni-fun-mcp-server

Multichain memecoin launchpad where agents can tokenize themselves: trending tokens, search, quotes, bonding curves and trade simulation.

Jambozx/onlinecybertools-mcp-server

Developer and security utilities via the onlinecybertools.com API: encoding, hashing, JWT decoding, regex testing, formatters, network diagnostics and OSINT.

tatsuju/opdstar-nhi-mcp

Taiwan National Health Insurance (NHI) data: rejection codes, ICD-10 to procedure mappings, audit indicators and semantic search over NHI documentation.

Rajskij/oura-mcp

Read-only, self-hosted access to Oura Ring sleep, readiness, activity, stress and heart rate data.

archoor/painspotter-mcp

Startup and product opportunities mined from Reddit, Hacker News, Product Hunt and Stack Exchange: pain points, trending themes and commercial scores.

hellob1889/Pandaone-AI-Agent

Requires every AI agent code change to leave a problem, reason and approach audit record before commit, with a pre-commit hook and audit trail dashboard.

D-Asce/pandastocksdk

A-share realtime market data via MCP: NATS-pushed quotes, Level2, DDX, capital flow, news. 22 tools, free public test account. Install: pip install pandastock-mcp

Patent-PreCheck/patent-precheck-mcp

Patentability pre-check for code: USPTO scores for eligibility, novelty, non-obviousness and documentation, plus filing readiness and prior-art signals.

playidea-lab/pcq

ML experiment contracts (cq.yaml plus JSON) to run, validate, compare and trace experiments in any framework, including PyTorch, Lightning and sklearn.

juergenkoller-software/pdf-content-search-mcp

Full-text PDF search with Apple Vision OCR via the PDF Content Search app, with date, category, sender and amount filters, wildcards and boolean operators.

Peliqan-io/mcp-server-peliqan

Data platform with ETL and built-in data warehouse, access all business applications (ERP, CRM, Accounting etc.) via MCP and run queries on your business data.

jcooley8/pincushion-plugin

Visual feedback for coding agents: stakeholders drop pins on a live app, and the agent reads each pin's selector, screenshot, DOM snippet and thread to fix it.

suhui-organization/pod

Least-privilege compiler for agents: record real tool calls, compile a minimal policy, enforce it at an MCP gateway and keep a hash-chained audit.

PostalDataPI/postaldatapi-mcp

Global postal code lookup, validation and city search, with timezone, administrative region and elevation metadata.

oerc-s/primordia

Economic settlement for AI agents: receipt verification, metering, net settlements, credit lines and balance sheets.

omniologynow-rgb/profitspot-mcp

Cross-chain DeFi analytics: yield discovery, pool analysis, profit simulation, risk scoring, whale tracking and impermanent loss calculation.

pylonapi/pylon-mcp

x402 API gateway for web extraction, search, translation, image generation, screenshots, PDF and OCR, paid per call in USDC on Base.

wjgoarxiv/pymol-mcp

Headless PyMOL for molecular visualization, GROMACS/LAMMPS trajectories and clathrate-hydrate cage analysis, including H-bond networks and order parameters.