MCP Server Quality Scores
Independent quality analysis of 56925 public MCP servers
Last updated 2 hours, 14 minutes ago
Grade Distribution
Score Distribution
Newly Added
QuintaDB organikpi SocialDataX 微博 Weibo MCP SocialDataX 微信视频号 WeChat Channels MCP sixta-connect| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 51301 |
MCP-GMX-VMD
Claim
Integrates GROMACS molecular dynamics simulations with VMD visualization, enabl…
|
— | ||||||||
| 51302 |
delimit
Claim
API governance server that detects breaking changes in OpenAPI specs. Diffs two…
|
— | ||||||||
| 51303 |
Courier
Claim
Continuity protocol for autonomous AI agents. Agent messaging with SMTP bridge …
|
— | ||||||||
| 51304 |
Anki MCP Server
Claim
A Model Context Protocol server for managing Anki flashcards via AnkiConnect, e…
|
— | ||||||||
| 51305 |
Provides direct access to AI governance framework documents, risks, and mitigat…
|
— | ||||||||
| 51306 |
mermaid-mcp-server
Claim
|
— | ||||||||
| 51307 |
mcp_test
Claim
A simple MCP server example written in TypeScript that provides a multiplicatio…
|
— | ||||||||
| 51308 |
talonic-mcp
Claim
Schema-validated document extraction with searchable workspace memory. Extract …
|
— | ||||||||
| 51309 |
Research GTM triggers: new NIH grants by PI/institution and new clinical trials…
|
— | ||||||||
| 51310 |
sqlite-mcp-server5
Claim
|
— | ||||||||
| 51311 |
MCP Git Explorer
Claim
Enables Claude to explore and analyze remote Git repositories, providing struct…
|
— | ||||||||
| 51312 |
prexist
Claim
Search across 9 platforms to find existing products similar to your idea.
|
— | ||||||||
| 51313 |
duplicati-mcp
Claim
MCP server for managing Duplicati backups from an LLM.
|
— | ||||||||
| 51314 |
DigitalOcean MCP Server
Claim
Provides comprehensive access to 471+ DigitalOcean API endpoints, enabling AI a…
|
— | ||||||||
| 51315 |
ha-nexus-agent
Claim
MCP server for Home Assistant — 202 tools across 21 domains; full control of yo…
|
— | ||||||||
| 51316 | — | |||||||||
| 51317 |
bank
Claim
The financial layer for the agent economy. Self-custody wallets, on-chain USDC …
|
— | ||||||||
| 51318 |
gold-mcp
Claim
MCP server for XAUUSD gold market data + 4-tier trading toolkit (TA, backtest, …
|
— | ||||||||
| 51319 |
jira-pilot
Claim
Jira Pilot is an MCP server that provides 14 tools for AI assistants to manage …
|
— | ||||||||
| 51320 |
AnomalyArmor
Claim
Data observability for AI agents. Query alerts, monitor freshness, investigate …
|
— | ||||||||
| 51321 |
Letterboxd MCP Server
Claim
A comprehensive MCP server that enables users to interact with Letterboxd for s…
|
— | ||||||||
| 51322 |
DOI Citation Verifier
Claim
A Model Context Protocol (MCP) server that prevents citation hallucination by v…
|
— | ||||||||
| 51323 |
api-payload-auditor
Claim
Cloudflare Workers MCP server: api-payload-auditor
|
— | ||||||||
| 51324 |
devcontainer-mcp
Claim
Manage dev container environments via MCP (Docker, DevPod, Codespaces).
|
— | ||||||||
| 51325 |
erpdevdb
Claim
|
— | ||||||||
| 51326 |
Proxmox MCP Server
Claim
An enterprise-grade management tool that enables Claude Code to securely intera…
|
— | ||||||||
| 51327 |
meok-ai-reflection-mcp
Claim
MEOK AI Labs - ai-reflection MCP server extracted from SOV3
|
— | ||||||||
| 51328 |
Shortcuts MCP
Claim
Connects LLMs to your macOS Shortcuts library, enabling interactive workflows, …
|
— | ||||||||
| 51329 |
social-media-ai-mcp
Claim
social-media-ai-mcp MCP server by MEOK AI Labs
|
— | ||||||||
| 51330 |
BluTranslate
Claim
|
— | ||||||||
| 51331 |
Google Ads MCP Server
Claim
Enables comprehensive management of Google Ads accounts by allowing users to cr…
|
— | ||||||||
| 51332 |
Icypeas
Claim
Icypeas is a suite of APIs designed to programmatically source, verify, and enr…
|
— | ||||||||
| 51333 |
Gitlab Utils
Claim
Extend your GitLab workflows with additional utilities to enhance productivity …
|
— | ||||||||
| 51334 |
Kinetica MCP Server
Claim
Exposes tools and resources for interacting with Kinetica's database, SQL-GPT c…
|
— | ||||||||
| 51335 |
filialsucher-mcp
Claim
An MCP server for searching Sparkasse bank branches and ATMs by location, with …
|
— | ||||||||
| 51336 |
Enables AI agents to discover, purchase, and query blockchain-based datasets us…
|
— | ||||||||
| 51337 |
A specialized MCP server for Svelte 5 frontend development, providing curated k…
|
— | ||||||||
| 51338 |
MCP Knowledge Service
Claim
Enables semantic search and management of development knowledge including globa…
|
— | ||||||||
| 51339 |
Generates formal string diagram visualizations of Lushy brick compositions, ena…
|
— | ||||||||
| 51340 |
Fetch latest and historical currency exchange rates from Frankfurter. Convert a…
|
— | ||||||||
| 51341 |
bonk-mcp
Claim
Enables interaction with the LetsBonk launchpad on Solana blockchain to launch …
|
— | ||||||||
| 51342 |
Autopilots by Dania.ai
Claim
Social media automation with AI. Publish, schedule, manage campaigns, DMs, anal…
|
— | ||||||||
| 51343 |
FrancoLabs
Claim
UX research platform: manage studies, browse templates, read responses and anal…
|
— | ||||||||
| 51344 |
Enables AI-driven interaction with Twilio call services, including initiating o…
|
— | ||||||||
| 51345 |
MCP Server Demo
Claim
A demonstration MCP server that provides calculator tools for arithmetic operat…
|
— | ||||||||
| 51346 |
mcp-gera-witness
Claim
GeraWitness MCP (placeholder) — human-in-the-loop safety layer for AI agents. L…
|
— | ||||||||
| 51347 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
|
— | ||||||||
| 51348 |
linewhiz
Claim
AI-powered MCP server for managing LINE Official Accounts. Send broadcasts, pus…
|
— | ||||||||
| 51349 |
Stateless MCP server that proxies research queries to Gemini CLI, reducing agen…
|
— | ||||||||
| 51350 |
meta-ads-mcp-server
Claim
MCP Server for the Meta Marketing API. Gives Claude Desktop direct access to yo…
|
— | ||||||||