MCP
Browse MCP servers by task, with one-line descriptions from awesome-mcp-servers; individual servers have not been tested. (Page 71)
Browse categories (58)
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View all →- Coding Agents
pdavis68/RepoMapper
Dynamic map of chat-related repository files with their function prototypes and related files, ranked by relevance, based on Aider's Repo Map.
- Workplace & Productivity
pdfops/pdfops-mcp
Deterministic PDF tools: inspect AcroForm fields, fill forms, merge PDFs and generate invoices, working on file paths so PDF bytes stay out of model context.
- Travel & Transportation
PeanutSplash/chelaile-mcp
Real-time bus and metro data in China via Chelaile: arrival times, vehicle positions, timetables, nearby stops and transit routing.
- Search & Data Extraction
Pearch-ai/mcp_pearch
People search engine for talent discovery.
- Real Estate
pedra-ai/pedra-mcp
AI real estate photo and video editing via the Pedra API: virtual staging, renovation, room emptying, enhancement, sky replacement and property videos.
- Social Media
pendpost/pendpost
Local-first social media drafting and scheduling for Instagram, LinkedIn, X, Nostr, WordPress, Ghost and more, behind a human approval gate.
- Knowledge & Memory
penfieldlabs/penfield-mcp
Penfield: persistent memory with hybrid BM25/vector/graph search, typed graph relations, context checkpoints, artifact storage and a personality system.
- Security
Pentagonal-ai/pentagonal
Generate, audit, fix and compile smart contracts on Ethereum, Solana, Base and other chains, with adversarial multi-agent pen testing and honeypot detection.
- Education
peopleworks/SignsofAI
Explainable AI-writing detection and originality checking in English and Spanish, plus citation checks and hidden-character detection.
- E-Commerce
pepabo/colormeshop-mcp
Manage orders, products, inventory, customers, coupons and shop settings on Color Me Shop (GMO Pepabo), a Japanese e-commerce platform.
- Search & Data Extraction
pepabo/muumuu-domain-mcp
Search and register Muumuu Domain (GMO Pepabo) domains, manage owned domains and contracts, and configure DNS records.
- Monitoring
perceptdot/percept
Agent observability platform that discovers and recommends MCP servers, with GA4, Vercel, GitHub and Sentry connectors and ROI tracking.
- Sports
persistmcp/aim
Workout memory: logs sets, weights, estimated 1RM, per-muscle volume and recovery so the next session is planned from your training history.
- Conversational AI
Perspective-AI/mcp
Design Perspective AI conversation agents that replace static forms, analyze conversations, deploy embeds and automate follow-ups.
- Travel & Transportation
Perufitlife/aviation-mcp
Aviation data: decoded METAR weather by ICAO code, airport and aircraft specs, an aviation glossary and FAA-style practice questions.
- Social Media
Perufitlife/postwire-mcp
Post to TikTok, Instagram, YouTube, X, LinkedIn, Bluesky, Telegram, Mastodon and Discord through a single tool.
- Security
Perufitlife/web-exposure-mcp
Read-only check of a live URL for publicly exposed secret files: .git, .env, JS source maps, backup/SQL dumps, directory listings and dotfiles.
- Search & Data Extraction
peter-j-thompson/semanticapi-mcp
Natural language API discovery: search API capabilities and get endpoints, auth setup and code snippets, with auto-discovery of new APIs.
- Social Media
peturgeorgievv-factory/postfast-mcp
Schedule and manage social media posts on Instagram, Facebook, TikTok, X, LinkedIn, YouTube, Threads, Pinterest, Bluesky and Telegram.
- Search & Data Extraction
Pexafy/pexafy-mcp
Semantic search of free-license stock photos from Unsplash, Pexels, Pixabay and more by scene description, example image or similarity, with attribution.
- Search & Data Extraction
pgalyen1987/gate402-mcp
Pay-per-call x402 APIs (USDC on Base): LLM inference, GPU and CPU compute, on-chain, DeFi, SEC EDGAR and news data, and web scraping to Markdown.
- Marketing
pghdma/callrail-mcp
CallRail API: call tracking, form submissions, transcripts, tag, tracker, company and user management, plus agency tools such as per-client cost attribution.
- Databases
pgtuner_mcp
PostgreSQL performance tuning.
- Legal
philrox/ris-mcp-ts
Access Austrian federal and state laws, court decisions and legal documents via the RIS (Rechtsinformationssystem) API.
- Data Science Tools
phisanti/MCPR
Connect AI agents to interactive live R sessions.
- Aggregators
PHONGUIT22/nostrpulse-full
Agent-to-agent (A2A) commerce framework using Nostr NIP-90 and Cashu eCash micro-settlements.
- Communication
PhononX/cv-mcp-server
Create and manage Carbon Voice voice messages, conversations, direct messages, folders, voice memos and AI actions.
- Search & Data Extraction
phpcip/opensolr-mcp
Managed Apache Solr: hybrid BM25 and kNN plus semantic search, document ingestion with server-side embeddings, grounded RAG answers and index management.
- Developer Tools
PhpCodeArcheology/PhpCodeArcheology
PHP static analysis: code quality metrics, problem detection, refactoring priorities, dependency graphs, git hotspots, test coverage and impact analysis.
- Browser Automation
PhungXuanAnh/selenium-mcp-server
Web automation through Selenium WebDriver.
- Finance & Fintech
phuocdu/agentpay-vn
Non-custodial VietQR payments in Vietnam: generate a VietQR code for the user and auto-confirm settlement from the merchant's bank feed.
- Data Science Tools
phuongrealmax/code-guardian
Code refactoring engine: code analysis, hotspot detection, complexity metrics, persistent memory and automated refactoring plans.
- Knowledge & Memory
pi22by7/In-Memoria
Cumulative memory and pattern learning for coding assistants, with local SQLite/SurrealDB storage for semantic codebase analysis.
- Cloud Platforms
pibblokto/cert-manager-mcp-server
Manage and troubleshoot cert-manager.
- Knowledge & Memory
Piccolo123/url-manager-mcp
Bookmark and knowledge manager where agents save web pages and auto-categorize them into collections with search, tags and shared folders.
- Finance & Fintech
pich/ai-economics-mcp
AI economics calculators: token cost across vendors, context-window sizing, agent-hour cost, LLM energy and CO2, and verification metrics, with formulas.
- Marketing
pickelfintech/sentisift-sdks
Comment moderation and intelligence for articles: bot and spam detection, multilingual sentiment analysis and constructive comment generation.
- Finance & Fintech
pickelfintech/the13f-mcp
Institutional 13F data from SEC EDGAR: manager search, holdings lookup, portfolio similarity, consensus portfolio, market regime and sector flows.
- Other Tools and Integrations
pierrebrunelle/mcp-server-openai
Query OpenAI models.
- Security
piiiico/proof-of-commitment
Supply chain risk scoring for npm, PyPI, Cargo and Go packages from behavioral signals: publisher depth, release consistency and maintenance patterns.