MCP Server Directory

File and text tools: merge, split and compress PDFs, OCR, image compression, QR codes and JWTs.

jmshinhwa/readystack-mcp

Regulation and deadline linters for EU CRA, DORA, NIS2, the EU AI Act, PCI DSS, WCAG, e-invoicing and more, reporting file, line and fix for each finding.

lpigeon/ros-mcp-server

Control robots by converting natural language commands into ROS or ROS2 control commands.

Search the skill catalog and inspect a skill's manifest, authority, and install command.

Search a scored index of crypto-agent tooling, then preflight a repo, package, endpoint or token.

bricelancasterwcp-sudo/sensorium

Records Python, Rust and TypeScript program runs to local SQLite so coding agents can query call trees, exceptions and value flow.

Browse, search and scan a public leaderboard of AI-generated GitHub repos; voting needs a GitHub token.

Turn a project description into a full build spec plus AGENTS.md and CLAUDE.md files.

Define schemas, CRUD, RBAC and one-call deploys for multi-tenant apps from an AI editor; tool calls need a key.

OpenAI-compatible inference on open models: list models and prices, estimate cost, run chat billed per token.

Eltortilla1/synapse-code-mcp

Structural code context via TypeScript AST analysis: compressed symbol indexes, dependency graphs and git diffs, without a vector database or embeddings.

JamesANZ/system-prompts-mcp-server

Exposes a catalog of coding assistant system prompts as tools, with model-aware suggestions and persona activation to emulate agents like Cursor or Devin.

Search and read TechFabric's Databricks and AI content: blog posts with FAQs, services, case studies.

Everyday data tools: public holidays, currency rates, time zones, airports, nutrition, QR codes, DNS and WHOIS.

Traffic Parrot simulates APIs and messaging. Request or withdraw a trial, read docs, send feedback.

Audit a web page for accessibility and layout issues.

Reads and calls the Unipile API for LinkedIn, WhatsApp, Instagram, Telegram, email and calendar from coding agents.

Search 1,967 agent skills, read side-by-side proofs, and check any skill for risky patterns.

Search sourced, dated facts on AI coding tools, agent harnesses and real apps built with them.

Triage a broken Lovable, Base44, v0, Bolt or Replit app: the likely cause and the fix.

Explains VibeRaven findings and returns launch guides and checklists for Vercel + Supabase apps, read-only.

Search free React, Tailwind and shadcn components, blocks and dashboards and get source plus install commands.

Version-true web3 context: validated integration recipes, EIPs, ABIs and contract addresses.

Capture, read and replay webhook deliveries, and sign or verify webhook signatures.

nipun-arora/wordpress-mcp-agent-bridge

WordPress plugin exposing Rank Math SEO fields, JSON-LD schema and restorable content snapshots as MCP tools, plus an additive-only write gate and audit log.

Finds what an AI job needs, shortlists from 450+ OpenRouter models, and tests the best on your tasks.

aos-standard/mcp-agent-health

Agent health reporter: advisory health scans under AOS discipline covering manifest, services, immune loop and evidence.

callstackincubator/agent-device

Discovery router for the agent-device CLI: status, install guidance, version-matched help and prompts for iOS, Android, tvOS, macOS and Linux automation.

MikhailHal/ariadne

Affected-test selection for Kotlin/Android projects: finds the unit tests impacted by working-tree changes via function-level static analysis.

aos-standard/mcp-blast-radius

Static blast-radius extraction and an AOS manifest.json divergence check (Oracle, Permitted, Prohibited), also usable as a blocking CI gate.

NavinAgrawal/mcp-broker

Local MCP broker exposing one client entry that routes to many upstream MCP servers, with profile gates, lifecycle management and mutating-tool allowlists.

SimplyLiz/CodeMCP

Code intelligence via SCIP indexing for Go, TypeScript, Python, Rust and Java: semantic search, impact analysis, call graphs and ownership detection.

icohangar-ops/codesentinel

Detect dead code, circular dependencies, coupling and architectural drift.

delimit-ai/delimit

API governance: detects breaking changes between OpenAPI/Swagger spec versions using configurable policy rules, with structured pass/fail verdicts.

mahdibrr/dev-error-explainers

Explains known developer errors offline and deterministically (CORS, ESM/CommonJS, npm ERESOLVE, Next.js build, Postgres connection and DATABASE_URL errors): cause, ranked fixes and the documentation link. One tool, no LLM, no network.

aurumflux20/effectfence

Prevents double charges and duplicate side effects from agent tool calls: concurrent races elect one winner, late duplicates replay a sealed receipt.

jaimenbell/mcp-factory

Manifest-driven MCP server scaffolder: generate MCP servers from YAML manifests, with batch registration and a live routing hub.

zeitcow/implicit-core

Bounded synthetic experience addressing, selective state materialization, provenance and fixed benchmark/adapter rehearsal over local stdio. Real environment adapters use the Python SDK.

setheerwagen/local-ai-mcp-servers

Bridge to a locally running Ollama or vLLM instance for pure language processing (writing, summarizing, classifying, structured extraction), without giving the calling agent tools or file access. pip install mcp-ollama-vllm

noisy/noisy-coding

Voice interface for Claude Code: live speech-to-text with turn-taking, spoken replies with xAI Grok voices, per-subagent voice personas and a real-time HUD.

Michael-WhiteCapData/ollama-handoff

Offload summaries, drafts, extractions and first-pass code reviews from a cloud LLM agent to a local Ollama model via handoff tools with built-in prompts.

pubship/pubship

Inspect Google Play releases, reviews, Android vitals and reports, and prepare explicitly authorized release and store-listing changes. Runs locally with your own service account.

SLP-DEV1/qwen-dap-mcp

DAP-to-MCP bridge for native debugging via CodeLLDB: stack frames, registers, locals, disassembly, memory, crash dumps and crash fix/verify workflows.

RepoAssay/repo-test-architect

Local, read-only test architecture audits for JS/TS, C#, Elixir, Go, Kotlin, PHP, Python, Ruby, Rust and Swift, with evidence-backed findings and test plans.

wise-vision/mcp_server_ros_2

ROS 2 integration for AI-driven robotics applications and services.

SunrisesIllNeverSee/sigrank-mcp

Leaderboard ranking AI coding operators by token efficiency, with signed submissions, diagnostics and simulations; only token counts leave the machine.

avikchakraborty060-create/The-top-innovation

Lossless context guard for coding agents: outlines large files with line ranges and digests noisy command output (tests, builds, installs), with full output always retrievable. pipx install skimread

PSU3D0/spreadsheet-mcp

Token-efficient spreadsheet analysis and editing (xlsx/xlsm) with region detection, structured reads, formula and style inspection, forking and recalculation.