MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56601
hjarni
Hjarni Claim
Most AI tools give you a chatbot. We give your AI a brain. Hjarni is a clean, s…
81
56602
markadelnawar
Proxies the GitHub MCP server, returns compact schema instead of raw JSON, and …
N/A N/A
56603
civic
Give your AI agents a verified identity, scoped permissions, audit trails, and …
N/A N/A 95
56604
RepoMend-dev
Security scanning MCP server that connects Claude to RepoMend findings, enablin…
56605
bulkpublish
Social media automation for AI agents. Schedule posts, upload media, manage cha…
N/A N/A 95
56606
reejakdev
PredMCP Claim
Polymarket + HIP-4 + Hyperliquid perps for Claude. 22 tools, signals & arb. Fre…
56607
meridianmcp
meridian Claim
Persistent memory, task coordination, and HITL queue for AI coding sessions.
56608
masonicgit
After decades of AI research — transformers, GPT-4, AGI debates — we have arriv…
81
56609
clauxel
Permission boundary receipts for ChatGPT agents.
56610
middlebrick
Scan any API for OWASP Top 10 vulnerabilities and get a security risk score. Co…
81
56611
kodey-ai
Find and enrich B2B contacts and companies for prospecting and outreach. Uncove…
N/A N/A 95
56612
co-browser
An MCP server running inside a trusted execution environment (TEE) via Gramine,…
81
56613
royashbrook
Rebuilds the scores real systems run on you — credit, actuarial, lending — in t…
56614
yjqian19
Extract EXIF metadata from JPG and PNG images. Reveal camera details, exposure …
N/A N/A 95
56615
looptech-ai
Public registry of code-knowledge graphs for AI agents with schema validation a…
N/A N/A
56616
Decodo
Enable your AI agents to scrape and parse web content dynamically, including ge…
N/A N/A 95
56617
OJamals
An MCP server that provides web search and semantic reranking capabilities usin…
81
56618
Avicennasis
MCP server for managing Porkbun domains, DNS, and related services via Porkbun'…
56619
kioie
memex Claim
Local MCP memory for coding agents. SQLite on your machine — preferences persis…
N/A N/A
56620
GregoriSoria
Enables LLMs to interact with Billforward's billing and subscription management…
56621
christos
Zuplo Claim
Retrieve insurance profiles on demand to enrich customer workflows. Access up-t…
81
56622
charles-adedotun
MCP server that lets Claude Desktop or another MCP client trigger macOS sound a…
N/A N/A
56623
DaCodeChick
GhidraMCP Claim
MCP server that allows LLMs to autonomously reverse engineer applications using…
N/A N/A
56624
ayaz
Enables AI assistants to manage Cloudways infrastructure, including servers, ap…
56625
DrBaher
MCP server for compare-cli: contract version diff/redline and a drift gate as a…
N/A N/A
56626
spreedly
Enables AI assistants to manage payments via Spreedly API, including gateways, …
56627
lukleh
Provides secure read-only SQL access to PostgreSQL and ClickHouse databases wit…
56628
RiteshAgarwal27
Enables lead management and permission set assignment in Salesforce through nat…
56629
dungeonroll0
On-chain D&D 1v1 combat on Base. Register agents, wager ETH, fight. Loser dies …
N/A N/A 75
56630
clauxel
Agentic workflow budget approvals with usage receipts.
56631
echo3s
echo3s-mcp Claim
81
56632
amurshak
An MCP server that enables managing podcasts through the Podbean API via natura…
56633
deepakbishnoi717
Enables users to manage expenses with category support, including adding expens…
56634
Aevella
本地MCP工具,通过截图、OCR、键盘和聊天输入与PC游戏《光遇》交互,支持AI客户端陪聊和实验。
N/A N/A
56635
ByteOverDev
peak-window Claim
Ranks the best weather windows to climb any peak worldwide, on the sharpest reg…
N/A N/A
56636
turnono
Enable seamless time tracking and reporting for Azure DevOps work items by inte…
N/A N/A 95
56637 N/A N/A 95
56638
WordDirectory
Provide word definition lookups and suggestions for similar words through a sta…
N/A N/A 95
56639
Nordvei
Nordic energy price intelligence for Norway's 5 bidding zones (NO1-NO5).
N/A N/A 90
56640
FlowMCP
Enables remote MCP client connections with WorkOS AuthKit authentication and or…
81
56641
lazymac2x
Cloudflare Workers MCP server: api-contract-validator
56642
rollecode
MCP server for Timely time tracking API. Connects Claude Code to your Timely ac…
56643
myeverydaydriver
# MED Vehicle Intelligence **Expert car repair and maintenance advisory tool…
81
56644
vast-data
MCP server for VAST Data administration, enabling AI assistants to monitor, lis…
56645
stone-w4tch3r
An MCP server that gives AI coding tools access to Figma design data for accura…
N/A N/A
56646
brynnjocelyn
Enables LLMs to manage PocketBase databases with comprehensive CRUD, authentica…
56647
badlogic
VS Claude Claim
MCP server that integrates with VS Code to enable file operations, git diffs, a…
N/A N/A
56648
Reculi
recite-word Claim
recite
N/A N/A 95
56649
anthony-chaudhary
Verify what agents actually shipped, arbitrate file collisions, refuse with str…
N/A N/A
56650
keycardai
An MCP server demonstrating OAuth 2.0 authentication with Keycard's Security To…
Showing 56601–56650 of 56925 servers