MCP Server Quality Scores

Independent quality analysis of 69182 public MCP servers

69182
Discovered
→
33883
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51401
consumeobeydie
Enables AI tools to access Arc Testnet blockchain data, including USDC balances…
— ○ ⏳ — — — — — —
51402
UsmanHWU
Provides tools for generating, quality-controlling, and exporting relative perm…
— ○ ⏳ — — — — — —
51403
AsoBeast
AsoBeast Claim
App Store and Google Play ASO: keyword rankings, competitors, reviews, audits a…
— ○ ⏳ — — — — — —
51404
mal0ware
Orpheus Claim
An AI agent that analyzes and transforms music projects in REAPER, explaining w…
— ○ ⏳ — N/A N/A — 95 —
51405
belexgo
LexGO Jobs Claim
Live Belgian and Luxembourg legal jobs. Unauthenticated. Send candidates to cli…
— ○ ⏳ — — — — — —
51406
feifeigood
MCP server for E2B code sandbox, enabling creation, management, and execution o…
— ○ ⏳ — — — — — —
51407
benbjurstrom
Provides semantic search and keyword search over Obsidian notes, along with dir…
— ○ ⏳ — N/A N/A — — —
51408
iclaudiumihaila
Enables LLMs to interact with Google Analytics via Admin and Data APIs, allowin…
— ○ ⏳ — N/A N/A — — —
51409
robin-collins
m365-mcp Claim
Enables AI assistants to manage Microsoft 365 services like Outlook, Calendar, …
— ○ ⏳ — — — — — —
51410
stylobridge Claim 1
Air-gapped Markdown/PDF to Word converter with brand templates and audit loggin…
— ○ — N/A N/A — 81 —
51411 — ○ ⏳ — N/A N/A — 95 —
51412
StaryMoon
Local-first MCP server for indexing and searching research materials (papers, n…
— ○ ⏳ — N/A N/A — — —
51413
MagarongCandy
MCP_Tools Claim
A NestJS app that exposes MCP-style tools backed by hardcoded JSON, allowing us…
— ○ ⏳ — — — — — —
51414
Szotasz
An MCP server for the Billingo invoicing API (v3) that enables AI assistants li…
— ○ ⏳ — — — — — —
51415
mohnori
A Model Context Protocol (MCP) server that connects AI assistants like Claude t…
— ○ ⏳ — N/A N/A — — —
51416
isaacfink
hevy-mcp Claim
Exposes the Hevy workout API to Claude, enabling users to manage workouts, rout…
— ○ ⏳ — — — — — —
51417
nextic-tech
Enables local text-to-speech synthesis for Claude and Cursor using Supertonic 3…
— ○ ⏳ — N/A N/A — — —
51418
rainermokros
rues Claim
Enables querying the Colombian Business Registry (RUES) for company searches by…
— ○ ⏳ — N/A N/A — — —
51419
node-opcua
Provides AI agents with offline access to OPC UA companion specification types,…
— ○ ⏳ — — — — — —
51420
oscarjpicazo
spacedata Claim
Aggregated public space data — satellite orbits, catalogs and launches — as a s…
— ○ ⏳ — — — — — —
51421
atharvawadekar
Provides weather forecasts for US locations using OpenStreetMap geocoding and t…
— ○ ⏳ — — — — — —
51422
buzzradr
mcp Claim
Live AI trend radar: trending AI topics, why-trending signals, daily digests. N…
— ○ ⏳ — — — — — —
51423
OwlinLight
Deploy a remote MCP server on Cloudflare Workers without authentication, suppor…
— ○ ⏳ — — — — — —
51424
zhuanzhu-li
Enables AI assistants to securely query and modify PostgreSQL databases, suppor…
— ○ ⏳ — N/A N/A — — —
51425
NovadaLabs
Residential proxy MCP for AI agents — geo-targeting, sticky sessions, anti-bot …
— ○ ⏳ — N/A N/A — 83 —
51426
Zrzzzz
Cairn Claim
MCP server that allows AI agents to read and update project progress across dif…
— ○ ⏳ — N/A N/A — — —
51427
youngitn
A Model Context Protocol server that provides access to HashiCorp Consul's func…
— ○ ⏳ — — — — — —
51428
slackermafia
Connects to Google Gemini API for text-to-image generation and image editing, w…
— ○ ⏳ — N/A N/A — — —
51429
withoneai
One Claim
Find, document and execute authenticated API calls across 700+ apps via one MCP…
— ○ ⏳ — — — — — —
51430
cola-sk
Converts Figma designs into structured code context with token-aware styling, e…
— ○ ⏳ — — — — — —
51431
Erenshkigal111
ccg-mcp Claim
Enables Claude Code Desktop to call OpenAI Codex/GPT-5 and Gemini APIs via stdi…
— ○ ⏳ — — — — — —
51432
masterries
SIP News MCP Claim
Enables AI assistants to search and read official news from the Luxembourg gove…
— ○ ⏳ — — — — — —
51433
gemmy-jaeheon
Notion API MCP server for Claude Code to manipulate Notion pages, blocks, and d…
— ○ ⏳ — — — — — —
51434
oilandgas
BasinVault Claim
BasinVault Sales MCP gives AI assistants accurate, up-to-date facts about Basin…
— ○ ⏳ — — — — 81 —
51435
rubensgomes
An MCP server that exposes 16 calculator operations as tools, enabling arithmet…
— ○ ⏳ — — — — — —
51436
scream687
A context preservation engine for AI agents that bundles project state into a m…
— ○ ⏳ — — — — — —
51437
sandordaroczi
paprika-mcp Claim
Enables natural language interaction with Paprika Recipe Manager to create, sea…
— ○ ⏳ — — — — — —
51438
astragenie
Local-first memory daemon for AI coding agents that captures session transcript…
— ○ ⏳ — N/A N/A — — —
51439
Augmented-Nature
Enables natural language querying and analysis of KEGG biological databases, in…
— ○ ⏳ — — — — — —
51440
harinarayn
Analyzes AI agent traces to diagnose failures, score performance, and provide a…
— ○ ⏳ — — — — — —
51441
fastmcp-me
AI-driven startup risk analysis server using Gemini, providing comprehensive as…
— ○ ⏳ — — — — — —
51442
jgkme
MCP server for generating, editing, and processing images via multiple provider…
— ○ ⏳ — — — — — —
51443
schuay
clangd-mcp Claim
Bridges AI assistants to clangd for C/C++ code intelligence, providing tools fo…
— ○ ⏳ — N/A N/A — — —
51444
getreletter
Reletter Claim
Search and analyze 7M+ newsletters, issues, contacts, and chart rankings from R…
— ○ ⏳ — — — — — —
51445
Bing-Xuan-Lu
A Node.js MCP server that gives Claude Code direct access to file operations, d…
— ○ ⏳ — N/A N/A — — —
51446
Seif-Sameh
Kaggle-mcp Claim
MCP server for the Kaggle API: competitions, datasets, kernels, and models.
— ○ ⏳ — N/A N/A — — —
51447
Reaper-Forge
mrholmes Claim
Enables users to execute OSINT tasks from 88 catalogued repositories through sa…
— ○ ⏳ — N/A N/A — — —
51448
shashankrawlani
unified_mcp Claim
A unified MCP server that mounts multiple MCP servers using an mcp.json configu…
— ○ ⏳ — N/A N/A — — —
51449
sndworldgh
A secure, git-aware MCP server for working with local repositories, enabling fi…
— ○ ⏳ — N/A N/A — 95 —
51450
Somsubhra-Nandi
Exposes MetaCall FaaS capabilities as MCP tools for deploying, invoking, and ma…
— ○ ⏳ — — — — — —
Showing 51401–51450 of 69182 servers