MCP Server Quality Scores

Independent quality analysis of 69182 public MCP servers

69182
Discovered
→
33883
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51251
Auxin-io
Generate secure Java code for common tasks and patterns. Apply best practices t…
— ○ ⏳ — N/A N/A — 95 —
51252
Copenhagen0x
Scan Solana/Anchor code against the Solana Security Standard and serve the rule…
— ○ ⏳ — N/A N/A — — —
51253
cejor6
MCP server for Kalshi prediction markets: native RSA-PSS auth, rate limiting, d…
— ○ ⏳ — N/A N/A — — —
51254
Ronit-019
Personal finance MCP server with budgeting, analytics, and PostgreSQL.
— ○ ⏳ — N/A N/A — — —
51255
Retro-Diffusion
Generate authentic pixel art - sprites, animations, and tilesets - from any MCP…
— ○ ⏳ — — — — — —
51256
Bollard MCP Claim 1
An AI-powered, safe database access gateway built on the Model Context Protocol…
— ○ — N/A N/A — 81 —
51257
thedavidquan01
Searches and analyzes competitor ads and content across Meta, Google, Instagram…
— ○ ⏳ — — — — — —
51258
MaximilianoRodrigoSoria
Exposes database and external API tools via the Model Context Protocol, enablin…
— ○ ⏳ — — — — — —
51259
OhaoTech
A local MCP server plus a bundled Godot editor addon that lets an AI agent crea…
— ○ ⏳ — N/A N/A — — —
51260
IntelligentElectron
pdf-analyzer Claim
Enables AI agents to read and analyze PDF documents for natural language Q\&A. …
— ○ ⏳ — N/A N/A — — —
51261
Flukeshotz
Enables appending content to Google Docs and creating email drafts in Gmail via…
— ○ ⏳ — N/A N/A — — —
51262
UR-xiaoyang
Enables AI assistants to interact with JLCEDA EDA for schematic/PCB design oper…
— ○ ⏳ — N/A N/A — — —
51263
CAIT Claim 1
Core AI Toolkit - a modular MCP server that extends AI assistants with practica…
— ○ — N/A N/A — 81 —
51264
kongen-labs
kongen-mcp Claim
Connects MCP clients to Kongen Labs' Pattern Intelligence API for reasoning reg…
— ○ ⏳ — N/A N/A — — —
51265
twkim1122
Enables AI agents to automatically analyze AWS LNA CSV data and generate compet…
— ○ ⏳ — N/A N/A — — —
51266
deepentropy
Databento MCP Claim 1
A Model Context Protocol server that provides access to Databento's historical …
— ○ ⏳ — — — — 81 —
51267
techrivers
Enables Jira integration with dynamic configuration, time logging, task creatio…
— ○ ⏳ — N/A N/A — — —
51268
TailorMadeWeddings
Integrates Claude Desktop with GoHighLevel CRM, providing 269+ tools for contac…
— ○ ⏳ — — — — — —
51269
Publish-ready articles on demand. Send a topic, get back SEO-optimized content …
— ○ — N/A N/A — 81 —
51270
Specstreamai
SpecStream Claim
Lead lists, company lists, grants and jobs from the live web, for your agent. P…
— ○ ⏳ — — — — — —
51271
adelaidasofia
FastMCP server for Substack — publish Notes and posts, pull analytics, manage d…
— ○ ⏳ — N/A N/A — — —
51272
bowlofarugula
texting Claim
Enables Claude to send and read iMessages on macOS, with human approval require…
— ○ ⏳ — N/A N/A — — —
51273
BitmapAsset
dear-agent Claim
Your AI agent keeps your diary for you. Local-first, private, works in any agen…
— ○ ⏳ — N/A N/A — — —
51274
ownmemoryhq
OwnMemory Claim
Encrypted memory for Claude, on a server you deploy to your own Cloudflare acco…
— ○ ⏳ — — — — — —
51275
Bishop81
Domain intelligence for agents: WHOIS, DNS, SSL/TLS, security headers, reputati…
— ○ ⏳ — N/A N/A — — —
51276
crevio
Crevio Claim
AI that runs your business so you don't have to.
— ○ ⏳ — N/A N/A — 95 —
51277 — ○ ⏳ — N/A N/A — 95 —
51278
FGC-Shreyansh-Chachaundiya
CodeSherlock Claim
AI-powered static and contextual code analysis MCP server
— ○ ⏳ — N/A N/A — 95 —
51279
universal-mcp
Provides a standardized interface for interacting with Coda's tools and service…
— ○ ⏳ — — — — — —
51280
chalamalasettichamundeswari
Enables managing employee leave requests, balances, and approvals through natur…
— ○ ⏳ — N/A N/A — — —
51281
DeFiRe-business
SwapWizard Claim
Non-custodial DeFi for AI agents: swaps, concentrated liquidity (V3/V4) zaps + …
— ○ ⏳ — — — — — —
51282
Eun-Y0ung
TeamTok MCP Claim
카톡 팀플방의 대화를 팀원별 역할, 마감, 미정 항목, 제출 체크리스트, 공지 메시지로 정리해주는 대학생용 MCP 서버.
— ○ ⏳ — N/A N/A — — —
51283
Comet-Studio-Io
Shippp Claim
A connected canvas for the builders of the next era.
— ○ ⏳ — — — — — —
51284
CSOAI-ORG
notification-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
51285
Rumblingb
Security guardrails for AI agent payments
— ○ ⏳ — N/A N/A — — —
51286
Cotal-AI
cotal.ai actions: product overview, site search, build log, feedback, Cloud wai…
— ○ ⏳ — — — — — —
51287
ktg-one
stac2026 Claim
Personal AI infrastructure gateway orchestrating memory, workflow automation, k…
— ○ ⏳ — N/A N/A — — —
51288
zudsniper
Enables sending real-time and webhook notifications when AI agents complete tas…
— ○ ⏳ — N/A N/A — — —
51289
heathrenfroe-sys
An MCP server that provides deterministic finance tools for SEC filing analysis…
— ○ ⏳ — — — — — —
51290
TsukumoHQ
trovex Claim
Serves coding agents one canonical doc per query instead of rereading the repo …
— ○ ⏳ — N/A N/A — — —
51291
BigCactusLabs
dead-letter Claim
Convert .eml email exports to Markdown with YAML front matter
— ○ ⏳ — N/A N/A — — —
51292
@buihongduc132
mcp-chrome ⚡ Claim
— ○ ⏳ — N/A N/A — 95 —
51293
denizguzeloglu
Enables executing SQL queries on DuckDB databases locally or on MotherDuck clou…
— ○ ⏳ — — — — — —
51294
tratto-email
Lets AI tools send transactional emails, check status, and manage contacts thro…
— ○ ⏳ — — — — — —
51295
wuwususu
An MCP server that provides controlled read/write tools for managing local-firs…
— ○ ⏳ — N/A N/A — — —
51296
pipeworx-io
space-feeds Claim
Enables AI agents to access curated space and spaceflight RSS/Atom feeds via to…
— ○ ⏳ — — — — — —
51297
RectiFlex
Manage properties, companies, employees, invoices, materials, and more from Cen…
— ○ ⏳ — N/A N/A — 95 —
51298
CSOAI-ORG
MEOK AI Labs - ai-reflection MCP server extracted from SOV3
— ○ ⏳ — N/A N/A — — —
51299
KhushbooNC
Bridges AI assistants with network packet analysis, enabling PCAP investigation…
— ○ ⏳ — N/A N/A — — —
51300
MCP server for orchestrating Node.js development servers (backend, frontend, da…
— ○ — N/A N/A — 81 —
Showing 51251–51300 of 69182 servers