MCP Server Quality Scores

Independent quality analysis of 41157 public MCP servers

41157
Discovered
29245
Scored
2095
Verified
16951
Complete

Last updated 1 hour, 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37801
mailwarm
mailx-tools Claim
Mailx Tools is an MCP server that gives AI agents a complete email-deliverabili…
81
37802
toddle-edu
A server that converts Figma designs into pseudo-code structures optimized for …
81
37803
amessagee
mcp-1 Claim
N/A N/A 95
37804
mastadoonprime
agent-memory Claim
Persistent, encrypted memory service for AI agents. Private vault with E2E encr…
81
37805
rasinmuhammed
misata-mcp Claim
Generate realistic multi-table synthetic datasets from plain English. Supports …
N/A N/A
37806
mariia
mcp-1 Claim
N/A N/A 95
37807
bsozen-4wm5
HashLock OTC Claim
Institutional-grade OTC crypto trading with HTLC atomic settlement on Ethereum,…
81
37808
autario
Access 2,300+ verified public datasets from World Bank, IMF, Eurostat, OECD, WH…
81
37809
financialdatanet
mcp-server Claim
[FinancialData.Net](https://financialdata.net/) MCP server allows you to retrie…
N/A N/A 95
37810
conexaoarteiro
Connects Claude to the MindMeister API v2, enabling AI-powered mind map managem…
37811
kushalsai-01
Analyzes TypeScript codebases for health issues, fetches system incidents, and …
37812 N/A N/A 95
37813
geraservicesuk
Search doctors, check availability, book medical appointments. 7 tools. 50+ cou…
N/A N/A 95
37814
930m310n
mcp Claim
MCP server for the Geomelon geographic API — stdio and remote HTTP transports
N/A N/A
37815
OzorOwn
frostbyte Claim
MCP server giving AI agents access to 40+ APIs: geo, crypto, screenshots, DNS, …
N/A N/A 83
37816
MinjoonHK
Enables users to retrieve various types of jokes including Chuck Norris and Dad…
81
37817
axel-belfort
QR code generation API for AI agents. Generate QR codes from any text or URL: b…
81
37818
testopenai.1407
iototsample Claim
N/A N/A 95
37819
jonathan.martinez
cfb Claim
N/A N/A 95
37820
bssth
aspro-mcp Claim
Enables LLMs to interact with the Aspro.Cloud REST API through self-describing …
37821
CSOAI-ORG
recipe-finder-ai-mcp MCP server by MEOK AI Labs
N/A N/A
37822
Natural language interface designed for agentic applications to manage and sear…
N/A N/A 81
37823
statikfintechllc
A lightweight HTTP module that enables scraping visible text from any publicly …
N/A N/A 95
37824
getcyphrex
Cyphrex Claim
Blockchain SSN for AI agents. MCP-native identity, behavior enforcement, and im…
37825
bioanywhere
Connects AI assistants to GitLab projects, enabling natural language queries fo…
81
37826 N/A N/A 95
37827
mapleleavessssssss-wq
vivado-mcp Claim
Vivado MCP Server — AI 驱动的 FPGA 开发助手,自动诊断 CRITICAL WARNING 并给出修复建议
N/A N/A
37828
spshkar84
Persistent causal memory for AI agents — semantic recall, causal chains, skills.
N/A N/A 81
37829
pinkpixel-dev
Enable AI agents to store, search, and delete persistent memories across sessio…
N/A N/A 95
37830
yacb2
lore Claim
Living typed knowledge graph for software projects, exposed over MCP so coding …
N/A N/A
37831
Piwe
Paid KYC, AML, and regulatory risk assessment over MCP via x402 USDC micropayme…
37832
theta4ai
Theta Health MCP is a HIPAA-complaint intelligent memory layer for your health …
81
37833
xiaobenyang-com
An MCP server for obtaining the README content, metadata and search function of…
N/A N/A 95
37834
Coalesce-Software-Inc
MCP server for managing Coalesce Transform workspaces, nodes, pipelines, and ru…
N/A N/A
37835
robinebers
An MCP server that enables AI models to search the web using OpenAI's 4o-mini S…
81
37836
tristanmanchester
sifs Claim
Extremely fast local hybrid code search for agents.
N/A N/A
37837
anteew
RanchHand Claim
Enables interaction with OpenAI-compatible APIs (like Ollama) through MCP tools…
81
37838
keotheodangcha548
sei-mcp Claim
N/A N/A 95
37839
VigneshR1812
An MCP server that enables Amazon Q CLI users to create, query, and manage Mave…
N/A N/A 95
37840
axel-belfort
Barcode generation API for AI agents. Generate EAN-13, UPC-A, Code128, and Code…
81
37841 N/A N/A 95
37842
Jwrede
tokentoll Claim
Scan codebases for LLM API calls and estimate monthly costs. Compare costs betw…
N/A N/A
37843
lazymac2x
Cloudflare Workers MCP server: api-composition-gateway
37844
mountainmystic
AI-powered Hedera HCS topic intelligence for agents. Pay per call in HBAR.
N/A N/A 67
37845
everford
Fetcher MCP Claim
A server that allows fetching web page content using Playwright headless browse…
N/A N/A 95
37846
portdev0
Enables sending and receiving Instagram Direct Messages, managing conversations…
N/A N/A 95
37847
MistaHolmes
An MCP server that enables a Gemini-based chatbot to fetch and summarize curren…
N/A N/A 95
37848
mutamiri-sudo
Country-agnostic MCP-callable directory for AI agents to find local SMBs — real…
37849
Andre-Buzeli
Git MCP Claim
Enables comprehensive Git and GitHub operations through 30 DevOps tools includi…
81
37850
Atksz98
Provides AI assistants with access to 102 curated UK Government technology stan…
Showing 37801–37850 of 41157 servers
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