MCP Servers

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

Filters apply to the current page.

ghostfox

Self-hosted stealth browser built on a Firefox fork with fingerprint spoofing, shadow-DOM-aware page reading, login state detection and evidence recording.

Frontend

★ 13

github-graphql-mcp-server

Unofficial access to GitHub's GraphQL API for flexible queries on repository data, issues, pull requests and other resources.

Codebase understanding

★ 13

google-scholar-mcp

Google Scholar search as JSON with author and year filters, cited-by and all-versions lookups, and formatted citations with BibTeX export.

Documentation

★ 13

graph-mind

One local memory shared by every coding agent and model on your PC: every conversation saved verbatim with zero LLM calls, recalled as a ~3k-token evidence

Review & security, Codebase understanding

★ 13

gws-mcp-server

Google Workspace tools for Drive, Sheets, Calendar, Docs and Gmail via the gws CLI.

Documentation, Business work

★ 13

hashnet-mcp-js

Discover, register and chat with AI agents on the Hashgraph network via the Registry Broker.

★ 13

infrabroker

Self-hosted SSH and Kubernetes access broker: ephemeral per-operation credentials the model never sees, per-command firewall, human approvals and audit log.

Deployment & ops, Review & security

★ 13

insta-mcp

Instagram analytics: account overviews, posts, followers and following lists, post insights, and search for users, hashtags or places.

Data & backend, Documentation

★ 13

kafka-mcp

Inspect Apache Kafka topics and consumer groups and safely manage offsets (reset, rewind).

★ 13

lennys-quotes

Search Lenny's Podcast transcripts with YouTube timestamps for product management insights on PRDs, strategy and PM careers.

Documentation

★ 13

mathlas

Math tools for agents: theorem search, PSLQ constant identification, OEIS lookup, Lean kernel checks and applicability checklists.

Documentation

★ 13

mcp

Dreamwork job search: browse live listings without a key, rank matches against your resume, generate tailored resumes and cover letters, apply and track

Documentation

★ 13

mcp

Calendar middleware for scheduling, multi-calendar availability and conflict-free booking across Google Calendar, Outlook and CalDAV, with RRULE expansion.

Business work

★ 13

mcp-hey

Local access to Hey.com email via a cached session: read, search, send, reply and manage the Screener.

Documentation, Business work

★ 13

mcp-nutanix

Interface with Nutanix Prism Central resources.

★ 13

mcp-persona-sessions

Structured, persona-driven sessions for interview preparation, personal reflection and coaching, with timers and performance evaluation.

★ 13

mcp-server

Frihet business management: invoices, expenses, clients, products and quotes.

Business work

★ 13

mcp-server-odbc

Generic database (DBMS) connectivity via ODBC.

Data & backend

★ 13

mcp-server-runescape

RuneScape and Old School RuneScape data: item prices, player hiscores and more.

★ 13

MCPEmails

Email for Gmail, Fastmail, iCloud, Yahoo, Zoho, Yandex and any IMAP/SMTP mailbox: read, search, send, organize, draft, schedule and auto-triage mail.

Documentation, Business work

★ 13

memory-os-cli

XMemo: user-owned agent memory to save, search, recall and manage scoped memories across AI tools.

Documentation, Codebase understanding

★ 13

ncbi-mcp-server

NCBI and PubMed literature search with analytics, caching, MeSH integration, related article discovery and batch processing for life sciences research.

Data & backend, Documentation

★ 13

obsidian-tc

Obsidian vault access with role-based access control, native search, multi-vault support, pluggable embeddings and SLSA provenance.

Documentation

★ 13

ocireg-mcp

Interact with OCI registries: retrieve container image information, list tags and more.

Deployment & ops, Content creation

★ 13

oraclaw

Decision intelligence algorithms: bandits, Monte Carlo, constraint optimization, forecasting, anomaly detection, risk analysis and graph algorithms.

★ 13

preflight

Catch vague Claude Code prompts before they waste tokens: prompt scorecards, session history search, cross-service contract awareness and cost estimation.

Documentation

★ 13

Reddit-Options-Trader-ROT-

AI-scored trading signals from Reddit, SEC filings, FDA approvals, Congressional trades and other sources.

★ 13

scholar-feed-mcp

Semantic search over CS and AI papers with citation-graph traversal, full-text extraction, embeddings and BibTeX export.

Documentation

★ 13

shield

Local guardrail proxy for MCP servers: blocks destructive tool calls, pins tool catalogs against rug pulls and scans for tool poisoning and prompt injection.

★ 13

Spaceship MCP

Manage domains, DNS records, contacts and marketplace listings via the Spaceship API.

★ 13

swift-patterns-mcp

Curated Swift and SwiftUI patterns and real-world code examples from sources like Swift by Sundell and SwiftLee.

★ 13

tiktok-mcp

Public TikTok data as JSON: profile lookup, account videos, comments and reply threads, and keyword search over videos or creators.

Testing & debugging, Documentation

★ 13

upload-post-mcp

Publish, schedule and analyze posts on TikTok, Instagram, YouTube, LinkedIn, Facebook, X, Reddit and more via Upload-Post, including comments and DMs.

★ 13

vs-token-safer

Routes code search through language-server indexes (clangd, Roslyn, tsserver, pyright) instead of grep, plus symbol-level edits and git/p4 output compaction.

Documentation, Codebase understanding

★ 13

weixin-articles-mcp

Read WeChat Official Account articles as multimodal content: body text, images and video keyframes, including Tencent Video, native and Channels embeds.

Content creation

★ 13

xrpl-mcp-server

XRP Ledger access: account information, transaction history, ledger objects, transaction submission and network monitoring.

Deployment & ops

★ 13

zotero-native-mcp

Read and write a local Zotero library via its local API, offline: collections, items, attachments, full text, BibTeX and CSL export, tags and saved searches.

Documentation, Content creation

★ 13

agent-coherence

Coherence guard for shared files: when two agents write the same file, the stale writer is denied instead of overwriting, then reacquires and retries.

Content creation

★ 12

Agent-skills

Crypto tools for Solana, Ethereum, Base, BSC, Polygon, Hedera and Bitcoin: swaps, DeFi yield, conditional orders, NFTs, cross-chain bridges and market data.

★ 12

aletheia-mcp

Deterministic pre-execution filter for agent tool calls that blocks scope creep (credential reads, SSRF, destructive shell/SQL) and prompt injection.

Data & backend

★ 12

campus-cli

Student access to university systems via SSO: courses, assignments, grades, feedback, announcements and materials, currently for Blackboard Learn (UPC, Peru).

★ 12

claude-find

Retrieve memory from across your Claude Code sessions on demand.

Codebase understanding

★ 12

climatiq-mcp-server

Calculate carbon emissions and climate impact via the Climatiq API.

★ 12

deeplook

Company research across multiple data sources: structured reports with a bull/bear verdict for stocks, crypto and private companies.

Codebase understanding

★ 12

echo-mcp

Zero-configuration Go library that exposes existing Echo web framework APIs as MCP tools.

★ 12

freshcontext-mcp

Real-time data from GitHub, Hacker News, Scholar, arXiv, YC, jobs, finance and package trends, with every result timestamped for freshness.

Codebase understanding, Business work

★ 12

gemini-antigravity-bridge

Bidirectional bridge between Gemini Spark and the Antigravity IDE: coding subagent dispatch, shared memory, local file operations and Spark app orchestration.

Codebase understanding, Planning & architecture

★ 12

gitingest-mcp

Convert any Git repository into a text digest of its codebase using gitingest.

Codebase understanding

★ 12

ibge-br-mcp

Brazilian IBGE data: demographics, geography and economics, including localities, SIDRA tables, census data, population projections and geographic meshes.

★ 12

ios-mcp-code-quality-server

iOS code quality and test automation: Xcode test execution, SwiftLint integration and failure analysis.

Testing & debugging

★ 12

legiscan-mcp

Legislative data from all 50 US states and Congress via the LegiScan API: search bills, get full text, track votes and look up legislators.

Documentation

★ 12

linkedin-mcp

LinkedIn via an authenticated browser session: profiles, people/job/company search, feed, messaging and gated writes (connect, post, react, comment).

Testing & debugging, Frontend

★ 12

linkedin-outreach-mcp

LinkedIn outreach for prospecting, recruiting and job search: find people, message them in your voice, follow up and handle replies.

Documentation

★ 12

lockstep

Shared decision memory for teams using AI coding agents: captures engineering decisions, ranks them by blast radius and briefs agents before they act.

Codebase understanding

★ 12

mcp

Search, document and execute authenticated API calls across apps such as Gmail, Slack, Stripe, Notion and GitHub through a few tools with constant context size.

Documentation, Codebase understanding

★ 12

mcp-cockroachdb

Manage, monitor and query data in CockroachDB.

Deployment & ops, Data & backend

★ 12

mcp-remote-ssh

SSH access with persistent sessions, SFTP and port forwarding, with secrets injected via stdin and redacted from output before reaching the LLM.

Review & security

★ 12

mcp-tavily

Search via the Tavily AI search API.

Documentation

★ 12

mcp-timeplus

Apache Kafka and Timeplus: list topics, poll messages, save Kafka data locally and query streaming data with SQL via Timeplus.

Data & backend

★ 12

melrose-mcp

Play Melrōse music expressions as MIDI.

Content creation

★ 12

memex

Watches git repos and builds a temporal knowledge graph of modules, symbols, decisions and open problems via Graphiti and Neo4j, served to AI coding agents.

Codebase understanding, Content creation

★ 12

mnemo-mcp

Persistent memory with SQLite hybrid search (FTS5 and semantic), built-in Qwen3 embeddings and rclone sync across machines.

Data & backend, Documentation

★ 12

pdf-toolkit-mcp

Create PDFs from Markdown with tables and formatting, fill forms, merge, split, encrypt and add QR codes.

Review & security

★ 12

pharo-smalltalk-interop-mcp-server

Pharo Smalltalk integration: code evaluation, class and method introspection, package management, test execution and project installation in Pharo images.

Testing & debugging, Content creation

★ 12

postgres_mcp

PostgreSQL querying, schema exploration and table analysis, read-only by default with SQL injection prevention.

Data & backend

★ 12

prolog-reasoner

SWI-Prolog execution for LLMs with CLP(FD), negation as failure and recursion.

★ 12

rancher-mcp-server

Rancher ecosystem tools: multi-cluster Kubernetes operations, Harvester HCI management (VMs, storage, networks) and Fleet GitOps.

Deployment & ops

★ 12

reddit-summarizer-mcp

Summarize a user's Reddit homepage or any subreddit from its posts and comments.

★ 12

schemabrain

Read-only Postgres access with SQL compiled from your own definitions, PII refusal and a tamper-evident audit chain.

Data & backend, Review & security

★ 12

scherlok

Read-only data quality monitoring for Postgres, BigQuery, Snowflake, MySQL and DuckDB: warehouse profiling, anomaly detection and optional dbt lineage.

Testing & debugging, Deployment & ops

★ 12

searxng-http-mcp

Self-contained SearXNG in Docker: metasearch across many engines and categories with multi-page fanout, autocomplete, engine discovery and a Web UI proxy.

Deployment & ops, Frontend

★ 12

sheetsdata-mcp

Electronic component datasheet data: specs, pinouts, package info and absolute maximum ratings extracted on demand from manufacturer PDFs.

Frontend, Documentation

★ 12

skill-ninja-mcp-server

Search, install and manage agent skills (SKILL.md files) from GitHub repositories, with workspace analysis for personalized recommendations.

Documentation, Codebase understanding

★ 12

thiri-mcp

Deterministic music theory: chord and Roman numeral analysis, voicing and reharmonization.

Content creation

★ 12

tripitaka-mcp

Search, cite and compare the Pāli Canon (Tipiṭaka): hybrid search, full suttas with cross-references, aligned translations and Pāli dictionary lookup.

Documentation

★ 12

unified-diff-mcp

Generate and visualize unified diffs as HTML or PNG, with side-by-side and line-by-line views for filesystem dry runs.

★ 12

vex

Local code search over a tree-sitter index: exact symbol lookup, scope-aware usages, call graph and impact analysis, AST patterns, indexed grep and semantic

Documentation, Codebase understanding

★ 12

warhammer-oracle

Warhammer 40K, Combat Patrol and Kill Team rules reference: unit datasheets, keyword definitions, phase sequences and game flow.

★ 12

aesthetics-wiki-mcp

Search, read and discover visual aesthetics such as cottagecore, dark academia, Y2K and goblincore from the Aesthetics Wiki.

Documentation

★ 11

agentleak

Local privacy testing for AI agents: scan code for PII and secrets, score execution traces across internal channels, redact text, and track new or fixed

Testing & debugging, Review & security

★ 11

agentplaybooks

Portable playbooks for agent skills, MCP servers, personas, instructions, and memory.

Codebase understanding

★ 11

ai-visibility

Track brand visibility across ChatGPT, Perplexity, Claude and Gemini: visibility scores, sentiment analysis, competitor detection and trend charts.

★ 11

apple-search-ads-mcp

Apple Ads (formerly Apple Search Ads) Campaign Management API: campaigns, ad groups, ads, creatives, keywords, reports, budget orders and multi-org support.

Documentation, Codebase understanding

★ 11

ballmac-ui

Search, inspect and install Ballmac UI React + Tailwind components, blocks and templates, with props, keyboard notes and the exact shadcn install command, and

Frontend, Documentation

★ 11

bazi-reader-mcp

Bazi (Four Pillars) charting with true solar time correction and output in Chinese, English, Japanese and Korean.

★ 11

bldbl-mcp

Buildable development platform: manage tasks, track progress, get project context and collaborate with humans on software projects.

★ 11

blind-auditor

Make AI self-correct its generated output through prompt injection, independent self-auditing and context isolation.

Review & security

★ 11

booking-mcp

Search Booking.com stays by destination and dates, and read full property details (rooms, rates, facilities, review scores) as JSON.

Documentation

★ 11

box-mcp-server

Box integration for listing, reading and searching files.

Documentation

★ 11

Something missing or broken? Submit a skill or MCP server or tell us.

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.