MCP Server Quality Scores

Independent quality analysis of 69093 public MCP servers

69093
Discovered
→
33805
Scored
→
2112
Verified
→
16953
Complete

Last updated 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59601
didierphmartin
mcp_qrant Claim
Provides a unified interface for storing and querying vector databases, current…
— ○ ⏳ — — — — — —
59602
contenthero-ai
Enables programmatic image, video, and audio generation via ContentHero, with t…
— ○ ⏳ — — — — — —
59603
siavashdelkhosh81
Enables AI assistants to interact with the Telegram Bot API, supporting messagi…
— ○ ⏳ — — — — — —
59604
cole-h06
Omneum Claim
Evaluate your agent's context for unreliable sources, dependencies, redundant a…
— ○ ⏳ — N/A N/A — — —
59605
CSOAI-ORG
Hash-chained HMAC-signed audit log MCP for A2A (agent-to-agent) calls. Every to…
— ○ ⏳ — — — — — —
59606
jmbremer
ManyMeet Claim
**Coaches, consultants, and creators run sales webinars as Zoom Meetings** beca…
— ○ ⏳ — — — — 81 —
59607
jordan23wagner-ops
MCP server that analyzes job descriptions for ATS compatibility, red flags, sal…
— ○ ⏳ — — — — — —
59608
Aditya-Khadye
Enables analysis of clinical trial protocols using MCP tools for document listi…
— ○ ⏳ — N/A N/A — — —
59609
perkinsandre
Real estate investment intelligence: search, comps, cash flow, off-market leads…
— ○ ⏳ — N/A N/A — 83 —
59610
AgentsKit-io
Doc Bridge Claim
Resolve documentation ownership, edit roots, checks, and human handoffs before …
— ○ ⏳ — N/A N/A — — —
59611
muhammadskhan
Deploy a remote MCP server on Cloudflare Workers without authentication, suppor…
— ○ ⏳ — N/A N/A — — —
59612
ClousAI
Provides access to SEC/EDGAR filings data through the Clous API, enabling searc…
— ○ ⏳ — — — — — —
59613
hyperd-ai
hyperd-mcp Claim
Pre-trade DeFi intelligence for AI agents. 20 paid x402 endpoints, USDC on Base.
— ○ ⏳ — N/A N/A — — —
59614
thealphacubicle
An MCP server that provides safe, read-only access to Boston's open data portal…
— ○ ⏳ — — — — — —
59615
aiproductscout
Agentic commerce with 58 MCP tools for product search, checkout, A2A negotiatio…
— ○ ⏳ — — — — — —
59616
fieldcure
Windows-only headless LLM task automation engine with scheduling via Windows Ta…
— ○ ⏳ — N/A N/A — — —
59617
shuolol
Sellfox MCP Claim
Enables AI assistants to query and analyze Amazon seller data from Sellfox, inc…
— ○ ⏳ — — — — — —
59618
Rashqueee
Enables AI assistants to interact with the HRD-PIS API for HR profile managemen…
— ○ ⏳ — — — — — —
59619
tuhalang
Enables AI assistants to execute Ruby console commands (Rails console, IRB, etc…
— ○ ⏳ — N/A N/A — — —
59620
clauxel
Playwright selector risk checks with healing suggestions and receipts.
— ○ ⏳ — — — — — —
59621
cloudflare
AI Search (AutoRAG) management. List and search documents across your AI Search…
— ○ ⏳ — — — — 81 —
59622
sabariganesan25
A starter template for creating MCP servers that work with Puch AI, featuring r…
— ○ ⏳ — — — — 81 —
59623
smspgh
Enables comprehensive Windows process and service management with secure UAC el…
— ○ ⏳ — N/A N/A — 95 —
59624
nicholaspsmith
Glancey Claim
Adds semantic code search to AI coding agents, enabling natural language querie…
— ○ ⏳ — N/A N/A — — —
59625
arman1o1
A Model Context Protocol (MCP) server that exposes tools for exploring and quer…
— ○ ⏳ — N/A N/A — — —
59626
daliu
Meta Council Claim
Multi-expert decision intelligence with transparent synthesis and auditable wor…
— ○ ⏳ — — — — — —
59627
davillafer
An MCP server that wraps the Universal Commerce Protocol (UCP) Discovery and Ca…
— ○ ⏳ — N/A N/A — — —
59628
junter1989k-ai
Denmark payments for AI agents — MobilePay via Stripe. Never holds funds.
— ○ ⏳ — — — — — —
59629
hslee16
archy Claim
Architectural sensor for Python codebases.
— ○ ⏳ — N/A N/A — — —
59630
zjm1060
GDB MCP Server ⚡ Claim
Enables AI agents to debug embedded systems by providing a comprehensive interf…
— ○ ⏳ — N/A N/A — 95 —
59631
phuocdu
agentpay-vn Claim
VietQR payments for AI agents in Vietnam. Agents generate a VietQR code, send i…
— ○ ⏳ — — — — — —
59632
topoftheblock
This server enables AI models to access the Städel Museum's digital collection …
— ○ ⏳ — — — — 81 —
59633
dealhub-admin Claim 1
DealHub MCP server for admins. Manage versions and users with 7 tools via Claud…
— ○ — N/A N/A — 81 —
59634
shoshi-raz
MCP server enabling LLMs to fetch Israeli weather forecasts by automating a bro…
— ○ ⏳ — N/A N/A — — —
59635
Fu-Jie
Enables document format conversion between 40+ formats including Markdown, HTML…
— ○ ⏳ — — — — 81 —
59636
supra126
Taiwan statutory payroll: labor & health insurance, labor pension, 2nd-gen NHI …
— ○ ⏳ — — — — — —
59637
brick-blue
brick.blue Claim
Where agents are paid for work and pay per call: 180k measured tools, escrowed …
— ○ ⏳ — — — — — —
59638
kaustubhreet
weather-mcp Claim
An MCP server that provides current weather conditions and forecasts via OpenWe…
— ○ ⏳ — — — — — —
59639
DurkDiggler
Enables LLMs to execute common security testing tools like nmap, sqlmap, hydra,…
— ○ ⏳ — — — — 81 —
59640
cincyjosh
Integrates Kroger's public API with Claude to allow adding meal plan grocery li…
— ○ ⏳ — N/A N/A — — —
59641
sklnhunt
An MCP server that lets AI assistants analyze Burp Suite XML exports offline, w…
— ○ ⏳ — N/A N/A — — —
59642
zerox12311
context7 Claim
— ○ ⏳ — N/A N/A — 95 —
59643
PasinduGunarathne
Automates the full setup and deployment of Ballerina + Apache ActiveMQ integrat…
— ○ ⏳ — N/A N/A — — —
59644
LindaEng
Enables users to capture TouchDesigner node network screenshots and ask Claude …
— ○ ⏳ — N/A N/A — — —
59645
RaedBerjaoui
One MCP that turns Claude Code into your whole dev stack by swallowing other MC…
— ○ ⏳ — N/A N/A — — —
59646
digitalcore
Free service management tools — playbooks, benchmarks, and instant service heal…
— ○ ⏳ — — — — 81 —
59647
siciyuan
A minimal MCP server template for deploying to Tencent Cloud EdgeOne Pages usin…
— ○ ⏳ — — — — 81 —
59648
universal-mcp
Enables interaction with Microsoft Outlook through a unified API, supporting to…
— ○ ⏳ — — — — — —
59649
RumblyAI
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
— ○ ⏳ — N/A N/A — — —
59650
nawkarpravinp-bit
mcp-ai-brain Claim
Persistent memory for AI coding agents with local-first, zero-cost, privacy-fir…
— ○ ⏳ — N/A N/A — — —
Showing 59601–59650 of 69093 servers