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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nearby-search-mcp

Nearby place search with IP-based location detection.

Documentation

★ 22

networkx-mcp-server

Graph analysis with NetworkX: centrality algorithms, community detection, PageRank and graph visualization.

★ 22

nexus

Web search using Perplexity Sonar models, with source citations.

Documentation

★ 22

perfetto-mcp-rs

Perfetto trace analysis: run PerfettoSQL queries on trace files, with Chrome tools for page loads, scroll jank, main-thread hotspots and stdlib discovery.

★ 22

ply-visualizer

Inspect, compare and export point clouds, meshes and depth data with interactive 3D previews, measurements, NumPy/PyTorch inputs and COLMAP depth.

★ 22

PyreCrawl

Self-hosted web scraping: scrape, extract, crawl, map, search, academic papers, research and monitoring, with a tiered fallback including Cloudflare bypass.

Deployment & ops, Documentation

★ 22

sequa-mcp

Gives AI coding tools context from your entire codebase and docs via Sequa.

Documentation, Codebase understanding

★ 22

Wick

Godot Engine tooling: Roslyn-enriched exception telemetry, scene tree inspection, C# symbol navigation, MSBuild orchestration and GDScript analysis.

Planning & architecture

★ 22

WPFVisualTreeMcp

Inspect, debug and drive running WPF apps without source changes: visual tree, dependency properties, bindings, DataContext, screenshots, clicks and text input.

Testing & debugging

★ 22

Yggdrasil

Local-first memory for AI coding agents on SQLite/FTS5, curated and semantically de-duplicated, with data stored as plain rows you own.

Data & backend, Codebase understanding

★ 22

a2asearch-mcp

Search a directory of MCP servers, AI agents, CLI tools and agent skills.

Documentation

★ 21

bundler_mcp

Query local information about dependencies in a Ruby project's Gemfile.

Data & backend

★ 21

claude-code-tts

Text-to-speech for Claude Code using OpenAI's TTS API, with multiple voices and cross-platform playback.

Content creation

★ 21

Connapse

Self-hosted knowledge backend for agents with hybrid vector and keyword search and container-isolated indexes.

Deployment & ops, Data & backend

★ 21

currents-mcp

Fix Playwright test failures reported to Currents.

Testing & debugging, Codebase understanding

★ 21

distil

Reversibly compress large tool outputs into recoverable handles, expand them on demand and track token and cost savings locally.

★ 21

fitatu_library

Unofficial MCP server for Fitatu, the Polish calorie counter: read and log meals, weight, water, body measurements and workouts, check calories and macros

Codebase understanding

★ 21

google-mcp

Tools for Gmail, Google Calendar, Google Drive and Google Tasks.

Business work

★ 21

gramps-web-mcp

Gramps Web genealogy: search and edit family tree records, explore ancestors, descendants, relationships and timelines, and read media with privacy-aware

Documentation

★ 21

hasdata-mcp

Structured data APIs for Google Search, Maps, Trends and Flights, Amazon, Airbnb, Zillow, Yelp and more, returning clean JSON.

Documentation

★ 21

himalayas-mcp

Real-time access to remote job listings and company information from the Himalayas jobs database.

Data & backend

★ 21

mastyf.ai

Runtime security proxy for MCP that blocks prompt injection, SSRF, shell/SQL injection and credential exfiltration, plus trust scores for npm MCP packages.

Data & backend, Review & security

★ 21

mcp-libsql

Security and management tools for libSQL databases.

Data & backend, Review & security

★ 21

mcp-me

Digital identity for AI tools: your bio, career, skills and projects in local YAML profiles, auto-generated from public APIs such as GitHub, Medium and Strava.

Testing & debugging, Codebase understanding

★ 21

mcp-server

Ad management across Google, Meta, LinkedIn, Microsoft, Reddit and TikTok: create campaigns, adjust budgets, generate creatives and pull performance data.

★ 21

mcp-server-terminal

Interact with TUI/CLI applications through a structured terminal state tree with element detection, like Playwright for terminals.

★ 21

mcp-zuul

Zuul CI: build failure analysis, log search, pipeline status and job configuration.

Documentation

★ 21

Mnemosyne-Neural-OS

Human-governed memory in local, domain-separated vaults with hybrid retrieval; also reads other coding agents' output.

Codebase understanding

★ 21

opengenes-mcp

Query the OpenGenes database for aging and longevity research.

Data & backend

★ 21

primitiv

Local-first design contract layer: scans Figma, code, Storybook and token files, reconciles conflicts and serves a single source of truth for design rules.

Frontend

★ 21

rug-check-mcp

Detect potential risks in Solana meme tokens.

Content creation

★ 21

StitchAPI

Semantic search over the StitchAPI documentation, returning relevant sections with deep links and full pages.

Documentation

★ 21

transfa

Ephemeral file transfer for agents and CI/CD pipelines: upload a file and get a SHA-256-verified, expiring link, then list or delete uploads.

Deployment & ops

★ 21

ui-annotator-mcp

Annotates any web page with hover labels for AI assistants via reverse proxy injection, without browser extensions.

Frontend, Documentation

★ 21

ws-mcp

Wrap MCP servers with a WebSocket, for use with kibitz.

★ 21

actual-budget-mcp

Self-hosted Actual Budget analysis: spending breakdowns, category trends, projections and budget vs.

Content creation

★ 20

annota

Annotate papers in Zotero: highlight key findings with semantic color coding, explain formulas and write structured reading notes.

Content creation

★ 20

citedy-seo-agent

Marketing toolkit: scout X and Reddit trends, analyze competitors, find content gaps, and generate multilingual SEO articles, social posts and avatar videos.

Content creation, Business work

★ 20

CodeEraser

Scans a repository for dead code, duplication, churn and structure and erases what the scan found, with a log of every erasure; the judgments come from a local

Codebase understanding

★ 20

developer

Developer tools for file editing, shell command execution and screen capture.

★ 20

engram

Git-backed, Obsidian-compatible Markdown second brain for agents: search ranks live notes above superseded ones, with per-agent tokens and a git audit trail.

Review & security, Documentation

★ 20

excel-vision-mcp

Reads Excel files with embedded images mapped to their cells and meaningful formatting such as colors and strikethrough; supports writes with atomic saves.

Content creation, Business work

★ 20

finopsmcp

Local-first, read-only FinOps assistant: analyze AWS, Azure, GCP, Kubernetes, SaaS and AI bills, find waste and get fixes as pull requests.

Deployment & ops

★ 20

glass

Drive native GUI apps under development: launch, screenshot, read the accessibility tree, inject input, tail logs and diff frames on desktop, Android and iOS.

★ 20

GoodMemory

Local-first, auditable memory with scoped user/project storage in SQLite or Postgres, read-only recall by default and opt-in reviewed writeback.

Data & backend, Review & security

★ 20

google-ad-manager-mcp

Google Ad Manager API integration for managing campaigns, orders, line items, creatives and advertisers, with bulk upload support.

★ 20

hive-crypto-mcp

Hive Intelligence: unified access to crypto, DeFi and Web3 analytics.

Data & backend

★ 20

iwdp-mcp

iOS Safari debugging via ios-webkit-debug-proxy with WebKit Inspector Protocol support: DOM, CSS, network, storage, debugger and more.

Testing & debugging, Frontend

★ 20

lastsearch

Verified web research for AI agents (formerly BrowseAI Dev).

Documentation

★ 20

lhremote

LinkedHelper automation CLI: campaign management, messaging and profile queries via the Chrome DevTools Protocol.

Testing & debugging

★ 20

MailFathom

Self-hosted email search: syncs IMAP mailboxes into PostgreSQL to list, search and read mail and ask cited questions across the archive.

Data & backend, Documentation

★ 20

maket

Local-first design workspace: compose wireframes and branded multi-page HTML/CSS docs with live preview, brand and asset libraries, validation and PDF export.

Frontend, Documentation

★ 20

mcp-server-iplocate

Look up IP geolocation and network information, detect proxies and VPNs, and find abuse contacts using IPLocate.io.

★ 20

mvf1

Control MultiViewer, an app for watching motorsports like Formula 1, World Endurance Championship and IndyCar.

★ 20

myinstants-mcp

Soundboard with meme sounds from myinstants.com: search, play and browse categories.

Documentation, Content creation

★ 20

OctoCounts

SLOC counts for any public GitHub repository from any MCP client: files, code, comment and blank lines per language, plus side-by-side repo comparisons.

Codebase understanding

★ 20

patchloom

Structured file edits for agents: JSON, YAML and TOML by selector, Markdown and AST edits, dry runs and multi-file transactional batches.

★ 20

pty-mcp

Interactive PTY sessions for AI agents: local shells, persistent SSH sessions with attach/detach, and serial ports.

★ 20

ris-mcp-ts

Access Austrian federal and state laws, court decisions and legal documents via the RIS (Rechtsinformationssystem) API.

★ 20

SolidWorks-MCP

Drive a running SolidWorks from an agent over COM: 86 tools for parametric parts and assemblies (extrude, revolve, sweep, loft, holes on any face, ribs,

★ 20

svipall

Local-first web reading escalating from HTTP to a real browser when blocked: clean Markdown, site crawls, search, row extraction and local CAPTCHA handling.

Frontend, Documentation

★ 20

your-mail-mcp

Read-only, self-hosted search over multiple IMAP accounts, mirrored by mbsync into a local notmuch index.

Documentation, Codebase understanding

★ 20

agent-web-interface

Token-efficient browser automation: semantic page snapshots and stable element IDs instead of raw DOM or screenshots, driving Chrome over CDP.

Frontend

★ 19

agentward

MCP proxy that enforces least-privilege YAML policies on tool calls, classifies PII/PHI, detects dangerous skill chains and generates compliance audit trails.

Review & security

★ 19

alaya

Neuroscience-inspired local agent memory that stores episodes, consolidates knowledge over time and builds a personal knowledge graph with semantic recall.

Codebase understanding

★ 19

CacheOverflow

Knowledge marketplace where agents search, publish and unlock previously solved problems, earning tokens for shared solutions.

Documentation

★ 19

calcom-mcp

Manage Cal.com event types, create bookings and access scheduling data.

★ 19

Claude-MCP-Read-Email-Attachments

Read Outlook email attachments via Microsoft Graph, parsing PDF, Word (including embedded images), Excel and text files into structured content.

Content creation, Business work

★ 19

clipkit

Compose motion-graphics videos from a single JSON document: author, validate and preview frames, add captions and promo templates, and render MP4s on GPU.

Content creation

★ 19

codewiki-mcp

Search repos, fetch AI-generated wiki docs and ask questions about any open-source repository via codewiki.google.

Documentation, Codebase understanding

★ 19

elisym

AI agent discovery and marketplace on Nostr with Solana payments (SOL, USDC): NIP-89 discovery, NIP-90 jobs, NIP-44 encryption and on-chain micropayments.

Review & security, Business work

★ 19

fable

Full-text and semantic search over Claude Code transcript history, with exact thread recall and durable remembered facts in local SQLite.

Data & backend, Documentation

★ 19

fida

Local-first MCP gateway for coding agents that redacts detected secrets from file reads and command output before they reach model context.

Review & security

★ 19

forage

Self-improving tool discovery: searches registries, installs MCP servers as subprocesses without restarts, and persists tool knowledge across sessions.

Documentation

★ 19

free-web-search-ultimate

Web search across DuckDuckGo, Bing, Google, Brave, Wikipedia, arXiv, YouTube and Reddit with deep page browsing.

Documentation

★ 19

genieacs-mcp

Bridge to GenieACS (TR-069 ACS) instances: device data, firmware management and CPE actions such as reboot, parameter refresh and firmware download.

★ 19

liveblocks-mcp-server

Create, modify and delete Liveblocks rooms, threads, comments, notifications and more, with read access to Storage and Yjs.

★ 19

mcp-dexscreener

Real-time on-chain market prices from the Dexscreener API.

★ 19

nab

Fetch any URL as clean Markdown, with HTTP/3, JS rendering, anti-fingerprinting, browser cookie auth and 1Password integration.

Frontend, Documentation

★ 19

nile-mcp-server

Manage and query Nile Postgres databases, tenants, users and auth.

Data & backend

★ 19

obsidian-mcp-server

Remote Obsidian vault management over SSE: notes, directories, frontmatter, tags, search and link operations, deployable with Docker.

Deployment & ops, Documentation

★ 19

pbx-mcp

Asterisk and FreeSWITCH PBX state over AMI and ESL: extensions, active channels, trunk and SIP peer status, dialplan and call history; read-only by default.

★ 19

public-browser

Chrome automation over raw CDP with multiple tabs, cached accessibility-tree refs, server-side multi-step flow execution and a Python scripting API.

Frontend

★ 19

shipstores

Ship iOS and Android apps end to end: App Store Connect, Google Play Console and Expo EAS builds, listings, screenshots, privacy labels, review submission and

★ 19

ssh-mcp

SSH control for Linux and Windows servers, with long-running commands and execution on multiple hosts at once.

★ 19

viznoir

Scientific visualization for CFD, FEA and SPH: render, slice, contour, volume-render and animate OpenFOAM, VTK and CGNS data headlessly.

★ 19

aegis

Policy-based governance for agent tool calls across LangChain, OpenAI, Anthropic and MCP: YAML policies, approval gates, risk assessment and audit logging.

Review & security

★ 18

agentpack

Repo-native task continuity for coding agents: a reviewed task-state ledger of decisions, dead ends, evidence and checkpoints that later sessions resume from.

Codebase understanding

★ 18

axint

Compiles TypeScript to validated Swift for Apple platforms: App Intents, SwiftUI views, WidgetKit widgets and full apps.

★ 18

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.