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.

reado

Read-first code IDE whose bundled server exposes a project's tasks, comments, reading progress and bookmarks as MCP resources — plus browser-preview inspection

Frontend

★ 31

search-mcp

Web search for AI via Parallel.

Documentation

★ 31

server-raygun

Crash reporting and real user monitoring via the Raygun API.

Deployment & ops, Codebase understanding

★ 31

servonaut

Manage AWS EC2, Hetzner, OVH and SSH servers: commands, logs, CloudWatch/CloudTrail queries, fleet health, IP banning and S3, with tiered safety guards.

★ 31

sportsdata-mcp

Live sports data and cross-book odds from bookmakers like Betfair, Pinnacle and FanDuel, league feeds, racing, and Kalshi and Polymarket prediction markets.

★ 31

teamcity-mcp

JetBrains TeamCity: builds, tests, build agents and CI/CD pipeline management, with dev and full modes switchable at runtime.

Testing & debugging, Deployment & ops

★ 31

unity-biome-mcp

Control the Unity Editor, including from chat inside Unity: scenes, GameObjects, components, Shader Graph, materials, animation, UI and deterministic playtests.

Frontend

★ 31

wsb-analyst-mcp

Analyze content from Reddit's WallStreetBets community.

Content creation

★ 31

gnosis-mcp

Make Markdown documentation searchable: loads it into SQLite or PostgreSQL with keyword search and optional pgvector hybrid semantic search.

Data & backend, Documentation

★ 30

homebrew-mcp

Manage macOS Homebrew packages with natural language, get suggestions and troubleshoot brew issues.

★ 30

hyperliquid-info-mcp

Real-time data and insights from the Hyperliquid perp DEX for bots, dashboards and analytics.

Data & backend

★ 30

janee

Self-evolving server that uses an LLM to create, test and refine its own tools at runtime from natural language descriptions.

Testing & debugging

★ 30

librejustice

French and European case law (Conseil d'État, Cour de cassation, ECHR, CJEU and more) linked to point-in-time consolidated legal texts, with hybrid search.

Documentation

★ 30

mcp-cyclops

Manage Kubernetes resources through the Cyclops abstraction.

Deployment & ops

★ 30

mcp-server-dumplingai

Access Dumpling AI's data, web scraping and document conversion APIs.

Documentation

★ 30

mneme

Architectural decision governance for coding agents: submit proposals and query canonical decisions and their lineage, while humans keep final authority.

Data & backend, Planning & architecture

★ 30

nickol-knx-mcp

Design-time KNX/ETS6 assistant: read-only .knxproj parsing, DPT, naming and command/status validation, and Home Assistant YAML and ETS exports.

Frontend

★ 30

outsource-mcp

Delegate tasks to other AI providers' models, e.g.

Content creation

★ 30

pgtuner_mcp

PostgreSQL performance tuning.

Data & backend

★ 30

pm-copilot

Combine Help Scout tickets and ProductLift feature requests into prioritized product plans, scoring themes by cross-source convergence and scrubbing PII.

Planning & architecture

★ 30

PRIMS

Python runtime interpreter that executes submitted code in an isolated environment.

★ 30

RpgMakerMVUltimate-MCP

Offline RPG Maker MV assistant: generate maps, edit the database and events, validate broken references, debug events and search a project semantically.

Testing & debugging, Data & backend

★ 30

SchemaCrawler-MCP-Server-Usage

Connect to any relational database to get valid SQL and ask questions about the schema, such as what a column prefix means.

Data & backend

★ 30

vectara-mcp

Access Vectara's RAG-as-a-service platform.

★ 30

video-edit-mcp

Video and audio editing: trim, merge, effects, overlays, format conversion, audio processing and YouTube downloads, chaining steps without intermediate files.

Content creation

★ 30

agrobr-mcp

Brazilian agricultural data: prices, crop estimates, climate and deforestation from public sources including CEPEA, CONAB, IBGE, INPE and B3.

★ 29

amazon-ads-mcp-server

Interact with Amazon Advertising: analyze campaign metrics and configurations.

★ 29

brightspace-d2l-mcp

D2L Brightspace for students: due dates with submission status, grades, assignments and rubrics, announcements and discussions, using browser sign-in.

Frontend

★ 29

Cybersecurity-MCP-Server

Local security reconnaissance: WHOIS, DNS and subdomain enumeration, Nmap scanning, TLS inspection, tech fingerprinting, CVE and IP reputation lookups.

Review & security

★ 29

discord-mcp

Multi-guild Discord management: messages, channels, roles, forums, webhooks and moderation.

★ 29

geml

Address Markdown and GEML documents by block instead of by line: list, get, set, add, delete, rename, revert, find and check one block, with every write

Codebase understanding, Content creation

★ 29

grafana-loki-mcp

Query Loki logs through the Grafana API.

Data & backend

★ 29

jupiter-mcp

Execute token swaps on Solana using Jupiter's Ultra API.

★ 29

localstack-mcp-server

Manage LocalStack local AWS environments: lifecycle operations, infrastructure deployments, log analysis, fault injection and state management.

Deployment & ops

★ 29

macrocosmos-mcp

Real-time X, Reddit and YouTube data with filtering by search phrase, user and date.

Documentation

★ 29

mcp-k8s-eye

Kubernetes management plus cluster and application health analysis.

Deployment & ops

★ 29

mcp-memory-gateway

Pre-action gates that prevent coding agents from repeating known mistakes by turning captured feedback and failures into rules enforced via hooks.

Codebase understanding

★ 29

postmancer

Maintain and use API collections, replacing REST clients like Postman or Insomnia.

★ 29

ThumbGate

Turns thumbs-up/down feedback into enforced pre-action gates via PreToolUse hooks, stopping coding agents from repeating mistakes.

★ 29

ydb-mcp

Interact with YDB databases.

Data & backend

★ 29

domain-search-mcp

Domain availability and prices from Porkbun, Namecheap, GoDaddy, RDAP and WHOIS, with bulk search, registrar comparison, suggestions and social handle checks.

Documentation, Content creation

★ 28

engram-rs

Hierarchical agent memory engine with automatic decay, promotion, semantic deduplication and a self-organizing topic tree.

Codebase understanding

★ 28

finlynq

Self-hostable personal finance app: track and query income, expenses, budgets, investments, loans, subscriptions and goals, with per-user encryption at rest.

Data & backend, Review & security

★ 28

forge

Terminal for AI coding agents: persistent PTY sessions, incremental reads, headless screen capture, multi-agent orchestration and a web dashboard.

Planning & architecture

★ 28

ig-mcp-server

Debug container and Kubernetes workloads with eBPF via Inspektor Gadget.

Testing & debugging, Deployment & ops

★ 28

kanboard-mcp

Manage Kanboard projects, tasks and users through natural language translated into Kanboard API calls.

★ 28

llmxray

Ask what went wrong with your own Ollama calls: lost prompt cache and the token where the prompt stopped matching, context overflow, a model running partly on

Codebase understanding, Content creation

★ 28

mcp

Project and resource management for client projects with Teamwork.

★ 28

mcp-aiven

Navigate Aiven projects and interact with PostgreSQL, Apache Kafka, ClickHouse and OpenSearch services.

Data & backend

★ 28

mcp-file-tools

Filesystem access for legacy non-UTF-8 files: detects encodings like CP1251, KOI8-R and GBK, preserves them on write, and handles BOM and line endings.

Content creation

★ 28

mcp-mifosx

Core banking integration for managing clients, loans, savings, shares and transactions, and generating financial reports.

Codebase understanding, Business work

★ 28

nworks

Manage NAVER WORKS messages, calendar, drive, mail, tasks and boards, also available as a CLI.

Business work

★ 28

ringback

Lets the LLM reach you by phone: live, interruptible voice calls and tiered alerts over self-hosted SIP, with whisper.cpp speech-to-text and macOS TTS.

Content creation

★ 28

Routed

Local router for Agent Skills across coding agents and MCP clients, with hybrid matching on the local CPU that spends no tokens.

★ 28

solidping

Uptime monitoring over MCP.

Deployment & ops

★ 28

spectrawl

Unified web layer for agents: multi-engine search including Gemini Grounded Search, stealth browsing, cookie auth and actions across many platforms.

Documentation

★ 28

stocky

Search and download royalty-free stock photos from Pexels and Unsplash, with rich metadata and pagination.

Documentation

★ 28

after-effects-mcp

Control Adobe After Effects: run ExtendScript, render in the background and inspect comps and layers, with Arabic/RTL and multilingual support.

★ 27

aviationstack-mcp

Real-time flight data from the AviationStack API: airline flights, airport schedules, future flights and aircraft types.

★ 27

Chisel

Token-efficient file access: unified-diff edits, targeted grep/sed reads of large files and kernel-enforced confinement to a configured root.

★ 27

csl-core

Deterministic AI safety policy engine with Z3 formal verification: write, verify and enforce machine-verifiable constraints for AI agents.

Content creation

★ 27

ctrlrun

Execution safety for agent actions: a YAML-policy gateway that allows, holds or denies tool calls, plus an approval queue and hash-chained receipts.

★ 27

hono-telescope

Read-only debugging for Hono apps: recent exceptions with their requests, logs and queries, requests filtered by status or duration, and the slowest queries.

Testing & debugging

★ 27

kilo-kit-mcp

Runtime and skill library for coding agents: C4 workflow gates, guarded command execution and reasoning engines like Tree of Thoughts and 5 Whys.

Planning & architecture

★ 27

mcp

Direct liteserver access to The Open Network (TON) over ADNL: GRAM balances, account state, transaction history and contract get-methods.

★ 27

mcp-memory-server

Hosted memory that learns and forgets: feedback re-ranks useful memories, recall fades by recency and similar memories consolidate.

Codebase understanding

★ 27

MCPR

Connect AI agents to interactive live R sessions.

★ 27

metatron

Self-hosted server that captures design patterns, conventions and decisions from git history and developer feedback and serves them to coding agents.

Frontend, Codebase understanding

★ 27

OfficeAgent.NET

Edit Word (.docx) files on disk or SharePoint: tracked changes, tables, styles, comments and content controls, validated and previewed before saving.

Content creation

★ 27

operant-mcp

Security testing tools for penetration testing, network forensics, memory analysis and vulnerability assessment.

Testing & debugging, Review & security

★ 27

rtfm

Local retrieval layer for coding agents: indexes a whole project (code, docs, PDFs, ebooks, spreadsheets, SQLite, Obsidian vaults) into SQLite FTS5 with

Data & backend, Documentation

★ 27

searchpin

Multi-engine parallel web search with re-ranking that works within China's network without a proxy or VPN.

Documentation

★ 27

zen-mcp

Zen Browser automation via WebDriver BiDi: navigation, form filling, screenshots and JavaScript evaluation.

Frontend

★ 27

zenbrain

Seven-layer local agent memory that routes input into facts, episodes or procedures, searches all layers and consolidates repeated episodes into facts.

Documentation, Codebase understanding

★ 27

balldontlie-mcp

Player, team and game information for the NBA, NFL and MLB via the balldontlie API.

★ 26

ByteAsk-Embedded-MCP

Page-cited retrieval of embedded/firmware reference docs (datasheets, MCU registers, Modbus/CAN, SCPI, IEEE 1547/SunSpec) as verbatim snippets.

Documentation

★ 26

cli

Endor: run services like MariaDB, Postgres, Redis, Memcached, Alpine or Valkey as pre-configured apps in isolated sandboxes.

Data & backend

★ 26

coin-mcp-server

Fetch cryptocurrency prices from the Bitget API.

Documentation

★ 26

deepseek-mcp-server

DeepSeek AI chat and reasoning with multi-turn sessions, function calling, thinking mode and cost tracking.

★ 26

email-mcp

Unified email across Gmail, Outlook, iCloud and generic IMAP/SMTP: search, send, organize and batch-manage messages, with encrypted credential storage.

Review & security, Documentation

★ 26

fable-mode

Control plane for AI coding agents: time-locks writing, requires evidence for claims, runs adversarial review and keeps a sealed verification record.

Planning & architecture, Content creation

★ 26

intruder-mcp

Access Intruder to identify, understand and fix security vulnerabilities in your infrastructure.

Deployment & ops, Review & security

★ 26

jira-mcp-server

Read Jira data via JQL and the API, and create and edit tickets.

Planning & architecture

★ 26

jobgpt-mcp-server

JobGPT: search jobs, auto-apply, generate tailored resumes, track applications and find recruiters.

Documentation

★ 26

json-mcp-filter

Query and extract only the needed parts of JSON files to keep LLM context small.

Data & backend, Documentation

★ 26

k6-mcp-server

Performance testing with Grafana k6.

Testing & debugging

★ 26

loudkit

Local text-to-speech from an on-device model with multiple voices and languages, cloned voice profiles and WAV, FLAC, MP3 or Opus output.

Testing & debugging, Content creation

★ 26

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.