MCP Server Directory

mcp-dir/datajud-mcp

Public lookup of Brazilian court cases (metadata + docket) via the CNJ/DataJud API. Free, no login.

eldermoraes/swapi.build

Free Star Wars MCP server (SWAPI): people, films, planets, species, starships, vehicles. No API key.

drumst0ck/uploadkit

UploadKit's React upload components, Next.js route handler scaffolds, bring-your-own-storage setup (S3, R2, GCS, B2) and full-text docs search.

wooxogh/adr-mcp-setup

Generates Architecture Decision Records from Claude Code conversations, with quality review, duplicate detection, a dependency graph and stale ADR alerts.

FI-Mihej/codebase-agent-mcp

Delegates documentation and code analysis, including calls to other MCP servers, to a local or low-cost OpenAI-compatible LLM to save top-tier model tokens.

Vivekpatil200320/cyberrescue

Host-level telemetry gateway letting sandboxed agents fetch container logs and track kernel resource metrics.

HakashiKatake/docorbit

Version-aware docs for coding agents: finds llms.txt, OpenAPI and skill specs, resolves dependency versions, detects pitfalls and verifies code.

chaoz23/inkcheck

CI for ink interactive-fiction stories: compiles, playtests every branch and finds runtime errors, unreachable knots and every distinct ending.

jarvisassistantux/loopsense

Feedback loop for coding agents: CI monitoring, process watching, file change detection and HTTP polling.

ILoveMyJay/repocontext

AST-based codebase map, token compression and context packaging for AI coding agents and IDEs.

Jott2121/agent-gate

Lets agents gate their own work: a fail-closed ship checklist, independent refute-first review and a tamper-evident, hash-chained receipts ledger.

beardfaceguy/daimonos

Compact structured-JSON replacements for built-in file, search, exec and git tools, with git, cargo, gh and docker plugins, output filtering and batching.

BoxBoxmari/my-pi

Local-first runtime for coding agents: bounded workspace access, guarded writes, AST search, LSP navigation and diagnostics, and Git tooling.

seldonframe/reelier

Record an agent's MCP tool-call workflow, replay it deterministically without tokens and diff runs to catch drift, for CI and snapshot tests.

Karzone/TestAtlas

Maps a .NET Reqnroll/SpecFlow test-automation solution into a queryable SQLite file to search step definitions, check change impact and avoid duplicate code.

yaniswav/TopicForge

Read-only ROS 2 and DDS inspection: topics, message samples, rosbags, QoS mismatches and DDS participants across vendors. No write path: it cannot publish or command a robot.

munhq/codeindex

Structural code intelligence over MCP: symbols, callers, imports and blast radius, 40+ languages.

cyanheads/devops-status-mcp-server

Vendor status pages, TLS cert inspection, DNS propagation checks, and incident-response playbooks.

lorismascio17/droste-memory

Local code exploration with progressive zoom and measured token budgets.

likhithreddy/fittok

Retrieve only the relevant code for a codebase question, within a token budget.

hpdkhoa/gen-system

Parser facts about a codebase: architecture, call graphs, control flow, effects, beliefs

Jakolo121/german-newsfeed-mcp

MCP server for the public news API of tagesschau.de, including regional news from ARD broadcasters

Noshadi-sec/irp

Turn a research paper into working code and prove, claim by claim, how close it gets.

lovelyquality/korail-mcp

한국철도공사(KORAIL) 공공데이터 MCP 서버 — 98개 도구, API 키 신청 불필요. 역·열차·화물·통계 데이터 자연어 조회.

cmendezs/mcp-ksef-pl

Polish e-invoicing MCP: KSeF API v2, FA(3)/FA(2) XML, Peppol BIS 3.0, NIP/REGON validation.

pironjulien/NexusWindows-Codex

Windows computer use in the background for Codex: UI Automation, Win32 messages, read back.

Ovecc-labs/ovecc

Architecture guardrails for AI-written code: dependency graph, impact, dead code, CI gate

thesanjeetc/Parselbox

Secure Python sandbox — MCP servers, APIs, shells and host functions as native Python objects.

aabhisrv/Spiderbrain.ai-Coremind

Deterministic context layer for your codebase: change impact, blast radius, answers with receipts.

millerchou/strava-mcp-bridge

Use Strava's official MCP from Codex and other local stdio clients without a developer app.

kikutano/tinyprobe

API testing in YAML: inspect, call and run endpoints and workflows, with the guide to write them.

pipeworx-io/mcp-wiktionary

Wiktionary MCP — multilingual dictionary via Wikimedia REST + MediaWiki Action API

extentos/mcp-server

Build smart-glasses apps: scaffold, validate and simulate Meta smart glasses integrations (camera capture, voice, audio) in Android and iOS apps.

DigiCatalyst-Systems/dep-diff-mcp

Turns npm or PyPI lockfile diffs into upgrade plans with semver classification, breaking changes, fixed CVEs, migration links and risk-ranked recommendations.

4DA-Systems/4DA/mcp-4da-server

Upgrade intelligence for coding agents: what an upgrade changes and which of your files it touches, pre-install dependency checks, and lockfile CVE scans.

apatureai/bastion

Design review of rendered UI for coding agents: submit a preview URL, get findings with element references and recheck after fixing. Read-only.

shellsage-ai/mcp-server-boilerplate

Starter templates for MCP servers in TypeScript and Python, with tool, resource and prompt patterns.

Nishant-Chaudhary5338/mcp-code-indexer

Index TypeScript/React repos into a code graph: who-renders and who-calls queries, blast radius, dependency cycles, dead code and symbol signatures.

muhannad-hash/git-context-mcp

Explains why code exists by tracing lines back to commits, GitHub PR descriptions and linked issues, plus file history, commit search and contributors.

Wooonster/hocr_mcp_server

Extract handwritten math formulas from uploaded images as LaTeX using a vision-language model, with a Vue frontend.

TamarEngel/jira-github-mcp

Integrates Jira and GitHub to automate developer workflows from issue tracking to branches, commits, pull requests and merges.

stfade/moth

Structured bug-fix analysis and project-local memory of verified fixes for coding agents.

davidlin2k/pox-mcp-server

Network control and management via the POX SDN controller.

Vbj1808/retrieval-lens

Flight recorder for RAG retrieval: logs chunks, scores, sources and rankings to audit, replay and diff retrieval runs.

n8daniels/RulesetMCP

Keeps agents grounded in project rules: query coding standards, validate snippets and get task-specific guidance from version-controlled rule files.

inth3shadows/runecho

Deterministic symbol oracle over a locally built index of the repo: whether a symbol exists, what a file declares, and what changed structurally since the last snapshot. Ships with a PreToolUse guard that stops an Edit/Write referencing a function, constant or type the repo does not declare, before the write lands. No LLM, no API keys, no network — the same code produces the same answer. Parsers for Go, Python, JS/TS, Rust, Ruby and shell. bash install.sh

eyaushev/swagger-testcase-mcp

Generate API test cases from Swagger/OpenAPI specs (auth, validation, boundary, security and more) and export them to Gherkin, Postman, k6, pytest or TestRail.

metabolism-tools/workspace-metabolism

Policy layer for multi-agent workspaces: a JSON file sets what each path is worth, agents dry-run cleanup plans, and actions land in a hash-chained journal.