MCP Server Quality Scores

Independent quality analysis of 69007 public MCP servers

69007
Discovered
→
33703
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
66251
sreenathvemula
AI equity-research analyst for Indian NSE/BSE markets with 28 MCP tools enablin…
— ○ ⏳ — N/A N/A — — —
66252
adibaLLC
GCal-mcp Claim
A stateless Google Calendar MCP proxy that uses Baserow for OAuth management, e…
— ○ ⏳ — — — — — —
66253
calvinw
An MCP server that enables AI assistants like Claude to interact with FL Studio…
— ○ ⏳ — N/A N/A — — —
66254
ojaogezi
opm-mcp Claim
Provides Claude with direct access to the Open Porous Media (OPM) reservoir sim…
— ○ ⏳ — N/A N/A — — —
66255
TT-Wang
Persistent, self-evolving memory plugin for Claude Code. Background miner extra…
— ○ ⏳ — N/A N/A — 95 —
66256
maddygoround
A comprehensive framework for evaluating AI responses using Inspect AI and Petr…
— ○ ⏳ — N/A N/A — — —
66257
anoop04singh
VeriSom Claim
Scores contract safety for Somnia Agents using on-chain analysis, RAG, and a Ve…
— ○ ⏳ — — — — — —
66258
Ashutosh-rajput
Enables AI agents to interact with a MySQL database using natural language, aut…
— ○ ⏳ — N/A N/A — 95 —
66259
raptor.rb
Nano Banana MCP
— ○ ⏳ — N/A N/A — 95 —
66260
darcycui
A Python-based MCP server that predicts tomorrow's weather. It can be used remo…
— ○ ⏳ — N/A N/A — — —
66261
yeswanthreddyk
Connects MCP clients to the Google Ads API v23, enabling account listing, GAQL …
— ○ ⏳ — — — — — —
66262
hamada-minoro
A centralized MCP server for internal technical documentation that integrates w…
— ○ ⏳ — N/A N/A — — —
66263
Rhonstin
zerobyte-mcp Claim
Enables managing Zerobyte backups via MCP, including listing repositories, snap…
— ○ ⏳ — N/A N/A — — —
66264
sketch-hq
Sketch MCP Claim
An official MCP server that allows AI clients to interact with Sketch designs, …
— ○ ⏳ — N/A N/A — — —
66265
elsahafy
Comprehensive MCP server for end-to-end UI development, offering tools to gener…
— ○ ⏳ — N/A N/A — — —
66266
LokiMCPUniverse
Exposes a Jenkins controller's REST API to MCP-compatible clients, enabling job…
— ○ ⏳ — — — — — —
66267
flytam
Offline documentation and API method queries for multiple cryptocurrency exchan…
— ○ ⏳ — N/A N/A — — —
66268
shivanshBTW
A local MCP server for interacting with a self-hosted Ryot instance, enabling m…
— ○ ⏳ — — — — — —
66269
thunderbit-open
Thunderbit MCP lets AI agents search, scrape, and extract structured data from …
— ○ ⏳ — — — — — —
66270
easyname889
Travel eSIMs for 193 countries. Stripe + Bitcoin checkout. QR by email in 30s. …
— ○ ⏳ — N/A N/A — — —
66271
JustinGZJ
MCP server for XS Studio that integrates with CODESYS toolkit and adds a custom…
— ○ ⏳ — N/A N/A — — —
66272
donggyun112
keymem Claim
Associative key-graph memory for LLM agents — recall by association, not vector…
— ○ ⏳ — N/A N/A — — —
66273
permanu
SuperSkill Claim
Runtime intelligence layer for AI agent skills that scores, resolves, and loads…
— ○ ⏳ — N/A N/A — — —
66274
grinnellian
Magnifica Humanitas (Leo XIV, 2026): navigate 245 paragraphs, sections, and foo…
— ○ ⏳ — N/A N/A — — —
66275
CSOAI-ORG
json-ai-mcp Claim
json-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
66276
Veri5ied
Enables AI agents to interact with multiple payment providers (Stripe, Paystack…
— ○ ⏳ — — — — 81 —
66277
deadmau5v
Enables AI agents to securely access and search enterprise WeChat (WeCom) chat …
— ○ ⏳ — — — — — —
66278
clauxel
Remote MCP for Android CLI agent build gate, structured receipts, audit logs, a…
— ○ ⏳ — — — — — —
66279
defimind-ai
DeFiMind Claim
Live Uniswap V2/V3 LP analytics — position PnL, price scenarios, pool health, r…
— ○ ⏳ — — — — — —
66280
daiduo2
A stateless MCP server that exposes tools for evidence-based strength training,…
— ○ ⏳ — — — — — —
66281
1clickreport
1ClickReport Claim
40 tools for marketing analytics, campaign management, and AI monitoring across…
— ○ ⏳ — — — — — —
66282
Aravindargutus
Enables users to validate MCP servers, skills, extensions, and packages for sch…
— ○ ⏳ — N/A N/A — — —
66283
evandavid1
Provides access to OpenAI's advanced models (including o3) with integrated web …
— ○ ⏳ — — — — 81 —
66284
jiangxtx
yinxiang-mcp Claim
MCP server for Evernote China (印象笔记), enabling Claude to list notebooks and not…
— ○ ⏳ — — — — — —
66285
elis132
The definitive MCP server for voidtools Everything - lightning-fast file search…
— ○ ⏳ — N/A N/A — — —
66286
eren0315
nano-pdf-mcp Claim
Memory-efficient MCP server for reading and splitting large PDF files page by p…
— ○ ⏳ — N/A N/A — — —
66287
ganlin770
An MCP server that enables AI assistants to call statistician's decision logic …
— ○ ⏳ — — — — — —
66288
DoppiaG93
ctxmem Claim
Provides AI agents with persistent, local, and shareable project memory by stor…
— ○ ⏳ — N/A N/A — — —
66289
spanchal001
Enables AI agents to analyze ROS2 log files across multiple nodes by merging th…
— ○ ⏳ — N/A N/A — 95 —
66290
einar
airtable Claim
— ○ ⏳ — N/A N/A — 95 —
66291
nbhansen
Integrates Outline Wiki with AI assistants like Claude Desktop, enabling search…
— ○ ⏳ — — — — 81 —
66292
jordan23wagner-ops
MCP server that analyzes job descriptions for ATS compatibility, red flags, sal…
— ○ ⏳ — — — — — —
66293
Aditya-Khadye
Enables analysis of clinical trial protocols using MCP tools for document listi…
— ○ ⏳ — N/A N/A — — —
66294
muhammadskhan
Deploy a remote MCP server on Cloudflare Workers without authentication, suppor…
— ○ ⏳ — N/A N/A — — —
66295
ClousAI
Provides access to SEC/EDGAR filings data through the Clous API, enabling searc…
— ○ ⏳ — — — — — —
66296
Rashqueee
Enables AI assistants to interact with the HRD-PIS API for HR profile managemen…
— ○ ⏳ — — — — — —
66297
fifeek0
Enables full-text search and browsing of Claude.ai conversation history by inge…
— ○ ⏳ — N/A N/A — — —
66298
DimitrisPasakaleris
Enables Claude to read and send WhatsApp messages, including media and call his…
— ○ ⏳ — N/A N/A — — —
66299
tuhalang
Enables AI assistants to execute Ruby console commands (Rails console, IRB, etc…
— ○ ⏳ — N/A N/A — — —
66300
FirenzeClaw
基于REST API的Kimi Code CLI调试隧道,提供推送式全自动化session编排,支持多轮对话、实时流式响应和智能思考过滤。
— ○ ⏳ — N/A N/A — 95 —
Showing 66251–66300 of 69007 servers