MCP Servers

Connect your agent to docs, search, browsers and your stack with the Model Context Protocol. Every entry links to its source.

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wechat-fastbridge

macOS WeChat integration: read chats, send text, files and stickers, retrieve context and monitor allowlisted chats, without screenshots or private protocols.

Deployment & ops

★ 9

wellread

Shared research cache across agents: reuse answers from verified sources, or save new research for the next developer.

★ 9

wsc

Prose linter and AI-slop detector: weasel words, passive voice, hedging and research-cited AI writing tells.

Review & security, Content creation

★ 9

yellowpages-mcp

Yellow Pages local business search by category and location, with full listings including services, brands and payment methods.

Documentation, Business work

★ 9

agenda-intelligence-md

Auditable strategic-risk memos (sanctions, regulation, geopolitics, trade) with Central Asia and Gulf regional specialists and per-claim evidence; no live data.

Review & security

★ 8

agent-memory

Three-layer agent memory (identity, active, archive) with semantic search, graph relationships and conflict detection.

Documentation, Codebase understanding

★ 8

Agent-Memory-OS

Local-first memory for AI agent teams: private, team and project access control, associative recall and federated sync with revocation, plus a web console.

Codebase understanding

★ 8

agent-nexus

Document exchange for coding agents across services: versioned Markdown store, pub-sub notifications with structured diffs and lifecycle stage tracking.

★ 8

agent-scraper-mcp

Web scraping: clean content extraction, CSS-selector scraping, Playwright screenshots, link and metadata extraction, and Google search.

Frontend, Documentation

★ 8

Agentic-MIKE-Plus

Headless DHI MIKE+ urban-water modelling: model inspection, parameter editing, simulation runs with QA status, .res1d results reading and plotting.

★ 8

ai-dev-analytics

Observability for AI coding: tracks token usage and time, and turns AI deviations into persistent project rules.

Deployment & ops, Data & backend

★ 8

airbnb-mcp

Search Airbnb stays by location, dates and guests, and read full listing details (price, amenities, host, reviews) as JSON.

Documentation

★ 8

AIWiki

Search and read AiWiki, a bilingual English/Chinese encyclopedia of AI-coding pitfalls and LLM privacy protection, with cited evidence.

Documentation

★ 8

atest-mcp-server

Manage API test suites and test cases with atest.

Testing & debugging

★ 8

bestprice-mcp

Read-only Greek price comparison from BestPrice: product search, offer comparison and price history.

Documentation

★ 8

boikot

Look up company ethics information: the ethical and unethical actions of major companies.

★ 8

china-law-mcp

Chinese statutes as a local server: natural-language search over 23,995 in-force articles from 378 laws, plus citation verification that catches LLM-fabricated

Documentation

★ 8

chrome-mcp-secure

Security-hardened Chrome automation and logins with post-quantum encryption, a credential vault, memory scrubbing and audit logging.

Review & security, Codebase understanding

★ 8

citation-intelligence

Check which URLs Perplexity, Claude, ChatGPT, Gemini, Bing and Google AI Overviews cite for any query.

Data & backend

★ 8

clawpay-mcp

Non-custodial x402 payments for AI agents on Base: agents sign transactions from their own wallet with on-chain spend limits.

Business work

★ 8

ClefMCP

Local Clef-Flash decision model for coding agents: clef_decide returns probability distributions over your options (choice/score/yes-no) via llama.cpp, fully

★ 8

crawlgraph-mcp

Backlink lookups, competitor gap analysis and outreach-target discovery over the public Common Crawl webgraph via CrawlGraph.

Documentation

★ 8

crbro-memory

Persistent agent memory in local JSON files: neuron/synapse graph with heat scoring, fact-level search, corrections, secret redaction and team sharing via Git.

Review & security, Documentation

★ 8

cursor-usage

AI coding usage analytics: track spend, model usage and costs across Cursor and Claude Code sessions.

Data & backend

★ 8

cygnus-ssh-mcp

SSH control of remote Linux, macOS and Windows servers: line-level file editing, background tasks, sudo, host aliases, and directory and archive operations.

★ 8

dead-letter

Convert .eml exports to Markdown with YAML front matter for RAG pipelines: thread splitting, signature stripping, attachment extraction and calendar parsing.

Documentation, Business work

★ 8

designfit

Validate AI-built front-ends against Figma by tokens and geometry, not pixels: extract a spec from a Figma frame link, then get a deterministic fidelity score

Frontend, Documentation

★ 8

dnd-oracle

D&D 5e SRD reference: monster search, spell lookup, encounter building and loadout analysis.

Documentation

★ 8

dotnet-template-mcp

Search, inspect, preview and create dotnet new projects via the .NET Template Engine, with parameter validation, defaults and NuGet resolution.

Documentation

★ 8

echelongraph-mcp

Keyless, read-only CVE and internet-exposure intelligence: CVE lookup and search, CISA KEV, EPSS history, CWE, vendor advisories (MSRC, Red Hat, Cisco, GHSA

Review & security, Documentation

★ 8

Epoch

Software estimation: PERT, COCOMO II, Monte Carlo, sprint forecasting, token-to-time and cost mapping, and schedule-risk analysis.

Planning & architecture

★ 8

freightutils-mcp

Freight tools: ADR dangerous goods, HS codes, LDM, CBM and chargeable weight calculators, duty estimation, airline codes and UN/LOCODE.

★ 8

gleif-mcp-server

Access the Global Legal Entity Identifier (LEI) database for company verification, KYC, and corporate ownership research via GLEIF's public API.

Data & backend

★ 8

glm-mcp

Run GLM (Zhipu/Z.ai) as a sub-agent in Claude Code or GitHub Copilot with its own read/write/edit/run loop, Opus-vs-GLM routing and diff/dry-run oversight.

Codebase understanding, Content creation

★ 8

google-images-mcp

Remote MCP server for Google Images: image results with source pages, thumbnails and full-resolution URLs, filtered by size, colour and type, as JSON.

Content creation

★ 8

gsc-mcp

Google Search Console and Indexing API: search analytics, sitemaps, URL inspection and batch indexing.

Data & backend, Documentation

★ 8

harvest-mcp-server

Harvest time tracking via the Harvest API v2: manage time entries, projects, clients and tasks, and generate time reports.

Codebase understanding

★ 8

icogenie-mcp

Generate SVG icons from text descriptions with customizable styles.

★ 8

infomaniak-mcp-agent

Unofficial Infomaniak integration: web hosting, mail, kDrive, domains, DNS, FTP/SSH users and more, with two-phase commits and undo for destructive actions.

Deployment & ops

★ 8

inspeximus

Agent memory with a correction channel: supersede or revert stale facts, block restated old values, and prove deletions with signed tombstones.

Codebase understanding

★ 8

job-verify

Check recruiters and job offers for scams: cross-checks company registration, domain age, look-alike domains, blocklists and crypto-scam databases.

Data & backend

★ 8

komnet

Git-backed message bus for coding agents on different machines, with no server: questions, answers, decisions, claimable tasks and delegated repo reviews.

Codebase understanding

★ 8

latex-mcp-server

Compile LaTeX, download, organize and read cited papers, run visualization scripts and add figures and tables to LaTeX documents.

★ 8

layermap

Compiler-resolved call graph for TypeScript/JavaScript, Go, Python and Java that traces a function's callers up to HTTP routes and handlers in one call.

★ 8

llm-council

Multi-LLM deliberation with anonymized peer review: parallel responses, anonymous ranking and synthesis, based on Andrej Karpathy's LLM Council concept.

★ 8

loki-mcp-server

Query Grafana Loki directly with a discovery-first workflow: labels, values, series and LogQL queries, without requiring Grafana.

Data & backend, Planning & architecture

★ 8

luxembourg-mcp

Luxembourg public data: laws, statistics, live parking and traffic, weather alerts, environment, parliament, geodata, GTFS stops and the open-data catalogue.

★ 8

macos-vision-mcp

Offline OCR and image analysis via Apple's Vision framework: text from images and PDFs with bounding boxes, face, barcode and QR detection, and classification.

Content creation

★ 8

mapache

Open-source mind maps and whiteboard your agent draws on live: 22 tools for mind maps, notes, shapes, tables, charts, connectors, comments and HTML/PDF export;

Content creation

★ 8

mcp

Lint HTML email with Emailens: rendering issues in Gmail, Outlook, Apple Mail and more, per-client CSS compatibility scores, dark mode simulation and fixes.

Review & security, Frontend

★ 8

mcp

Deterministic structural analysis of systems described in EN syntax: topology, bottlenecks, blast radius, tracing, diffs and centrality.

★ 8

mcp

Bitcoin and macro market briefings (Fed balance sheet, M2, Treasury yields, correlations) with trend signals, confidence scores and regime classification.

★ 8

mcp_creator_growth

Learning sidecar for AI coding assistants: quizzes developers on AI-generated changes and gives agents persistent project-specific debugging memory via RAG.

Testing & debugging, Codebase understanding

★ 8

mcp-analytics

Statistical analysis, forecasting and ML on CSV files or live data from Shopify, Stripe, GA4 and more, with interactive HTML reports.

Data & backend, Codebase understanding

★ 8

mcp-audit

Transparent proxy that intercepts, signs, rate-limits, redacts and audits MCP tool calls without modifying client or server.

Review & security

★ 8

mcp-binance-futures

Binance USDT-M Futures trading: market data, account state, order management and position and margin control.

★ 8

mcp-server

Receive SMS verification codes on virtual phone numbers for services like WhatsApp, Telegram and Google: find and buy numbers and extract codes.

Documentation

★ 8

mcp-server-markdown

Search, extract sections, list headings and find code blocks across Markdown files.

Documentation

★ 8

mcp-status-observer

Monitor the operational status of major digital platforms.

Deployment & ops

★ 8

mcp-transcribe

Transcribe audio and video files and voice memos and work with their text content.

Content creation

★ 8

md-to-pdf-mcp

Convert Markdown files to PDF with customizable themes, headers, footers and styling.

★ 8

mdshare

Markdown collaboration: share docs via public links with permission levels, inline comments, real-time sync and version history, and resolve review threads.

Documentation

★ 8

memstate-mcp

Versioned, structured agent memory storing facts as keypaths with full version history and automatic conflict detection.

Codebase understanding

★ 8

mercadolibre-mcp

Search MercadoLibre products, get item details, browse categories, track trends and convert currencies across Latin America.

Documentation

★ 8

netskope-mcp

Access Netskope Private Access components within an NPA environment, with setup details and usage examples.

Frontend

★ 8

ones-wiki-mcp-server

Retrieve ONES Wiki content and convert it to AI-friendly text.

Documentation, Content creation

★ 8

opa-mcp-server

OPA and Rego policy toolkit wrapping the OPA CLI and Regal: format, lint, evaluate, test and benchmark policies, manage the OPA REST API and explain decisions.

Testing & debugging, Review & security

★ 8

pantheon-mcp

Serves task-specific instructions to agents instead of static Markdown files.

★ 8

persistproc

See and control long-running processes such as web servers: start, stop, restart and read logs.

★ 8

pipepie

Self-hosted webhook relay and tunnel with Noise NK encryption: inspect requests, replay webhooks, trace AI pipelines, manage tunnels and subdomains.

Review & security

★ 8

plant-genomics-mcp

Plant genomics locus lookup across Ensembl Plants, Phytozome, UniProtKB, KEGG, STRING-DB, NCBI BLAST and more, with batch and cross-source queries.

Planning & architecture

★ 8

proton-mail-mcp

Unofficial Proton Mail integration via Proton Mail Bridge: send, read, search and organize email, with dry-run bulk operations and a read-only mode.

Documentation, Business work

★ 8

pt-edge

Tracks open-source AI projects across GitHub, PyPI, npm, Hugging Face, Docker Hub and Hacker News for discovery, comparison and trend analysis.

Deployment & ops, Codebase understanding

★ 8

rae-mcp

Access the Royal Spanish Academy (RAE) dictionary via the RAE API.

★ 8

redacta

Privacy boundary for healthcare AI agents: pseudonymises patient identifiers (NHS numbers, names, dates of birth, addresses; UK and US) into labelled tokens

★ 8

rrweb-stack

Record your authenticated browser session (rrweb DOM, console, network) to local SQLite with PII masking, so coding agents can query it or drive the browser.

Data & backend, Frontend

★ 8

scavio-mcp

Unified real-time search across Google, YouTube, Amazon, Walmart, Reddit and TikTok for web, e-commerce, product, social media and video data.

Documentation, Content creation

★ 8

scriptflow-mcp

Turns repetitive AI interactions into persistent, executable Bash, Python, Node.js or TypeScript scripts.

★ 8

sdk

Stateless privacy shield, WebMCP semantic firewall, and gasless on-chain state settlement for autonomous AI agents on Midnight Network.

★ 8

seo-tools-mcp

Read-only SEO servers for the Google and Yandex (RU/CIS) market: XMLStock SERP, Yandex Wordstat, Google Search Console, Yandex.Webmaster and Yandex.Metrica.

Documentation

★ 8

simple_snowflake_mcp

Snowflake access that works behind a corporate proxy, with read and optional write operations.

Data & backend, Content creation

★ 8

skysql-mcp

Launch and delete serverless MariaDB Cloud databases, execute SQL and use database-level AI agents for text-to-SQL and conversations.

Data & backend

★ 8

SqlAugur

Read-only SQL Server access with AST-based query validation, schema exploration, ER diagrams and DBA toolkits like First Responder Kit and sp_WhoIsActive.

Data & backend

★ 8

steam-mcp

Read-only Steam, 41 tools.

Planning & architecture, Business work

★ 8

storyblok-mcp-server

Manage Storyblok headless CMS stories, components, assets, workflows, releases and more.

Frontend, Planning & architecture

★ 8

studiomcphub

Creative AI tools: image generation, upscaling, background removal, product mockups, CMYK conversion, print-ready PDFs, SVG vectorization and watermarking.

Content creation

★ 8

swarmia-mcp

Read-only access to Swarmia metrics for quick reporting.

Codebase understanding

★ 8

tnl

TNL (Typed Natural Language): per-feature English contracts that coding agents can look up, propose edits to and verify implementations against.

★ 8

tomba-mcp-server

Email discovery, verification and enrichment, plus author and LinkedIn profile lookup, phone validation and technology stack detection.

Testing & debugging, Business work

★ 8

umami-mcp

Access the Umami Analytics API: websites, stats, sessions, events, reports, users, teams and realtime monitoring.

Deployment & ops, Data & backend

★ 8

vessel-traffic-mcp

Read-only vessel lookup: AIS-style positions, tracks, port calls, carrier and vessel schedules, and delay heuristics with source attribution.

★ 8

vibatchium

Self-hosted stealth Chrome automation via Patchright: parallel persistent profiles, encrypted credential vault with 2FA, and prompt-injection scanning.

Testing & debugging, Review & security

★ 8

vibealive

Find unused files and APIs in Next.js projects, with project analysis tools exposed over MCP.

★ 8

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Setup instructions and compatibility are compiled from publisher docs and community reports, not hands-on testing, unless a step is marked Tested. Check the source before relying on a setup.