MCP Server Quality Scores

Independent quality analysis of 40420 public MCP servers

40420
Discovered
29216
Scored
2094
Verified
16951
Complete

Last updated 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40351 N/A N/A 95
40352
vmunagalatrifinlabs
salesroom Claim
N/A N/A 95
40353
ravirdp
Citare Claim
AI search intelligence + Ahrefs-class SEO suite as 59 MCP tools. Track your bra…
40354
Prompeteer
server Claim
N/A N/A 95
40355
pipeworx-io
Enables searching and retrieving documents, activities, and plenary protocols f…
40356
anuj754
MCP server providing seamless integration with Instagram's Graph API for busine…
40357
simplemindedbot
mnemex Claim
Temporal memory for AI with decay and reinforcement. Two-layer storage (JSONL +…
N/A N/A 95
40358
forgemeshlabs
AI-native travel search MCP with affiliate booking links and optional x402 prem…
40359
berkayildi
mcp-llm-eval Claim
A local MCP server that packages LLM evaluation gates as reusable CI/CD primiti…
40360
Caplia-Tech
Caplia Claim
MCP server for VC pitch-deck scoring, thesis-fit matching, and deal-flow manage…
40361
InnoDay Claim 1
Unified ticketing MCP server for Jira, Linear, Trello, Notion, and GitHub Issue…
N/A N/A 81
40362
EmblemCompany
Agent-skills Claim
200+ crypto tools for AI agents across 7 blockchains (Solana, Ethereum, Base, B…
40363
Abraxas1010
Secure USDC payments for AI agents on Base blockchain with budget controls and …
N/A N/A 83
40364
lantlos95
wertls Claim
N/A N/A 95
40365
elliot-evno
ddg--mcp6 Claim
A basic MCP server template with example tools for echoing messages and retriev…
N/A N/A 95
40366
alias8818
Enoch Claim
Operate an Enoch control plane through MCP tools
N/A N/A
40367
leandrogavidia
Query VeChain accounts, transactions, blocks, and fees, and search official doc…
N/A N/A 95
40368
njfsmallet-eng
Enables semantic search over TwinCAT 3 documentation using natural language que…
N/A N/A
40369
Inform-Growth
Demonstrates Inform Growth's Camber Core platform using a fictional B2B SaaS co…
40370
kamath
Provide a simple MCP server implementation to demonstrate integration with Sent…
N/A N/A 95
40371
borgius
Enables AI assistants to search for jobs across multiple platforms (Indeed, Lin…
40372
@AgentWings
playwright-mcp Claim
N/A N/A 95
40373
xiaobenyang-com
An Airbnb search desktop extension that offers advanced filtering features and …
N/A N/A 95
40374
hendrikkieft
qb-mcp Claim 1
An MCP server that enables AI agents to interact with QuickBooks Online account…
81
40375
Hyeongseob91
TEST Server Claim
Provide a test implementation of an MCP server to validate MCP client interacti…
N/A N/A 95
40376
multivon-ai
multivon-mcp Claim
MCP server that gives AI coding agents direct access to evaluation tools.
40377
martin-nmc8
An MCP (Model Context Protocol) server that exposes the Vincario API to AI agen…
81
40378
paullippert
A comprehensive Model Context Protocol server for PocketBase that provides both…
N/A N/A 95
40379
questsystems-ai
fal-mcp Claim
Image generation for Claude using every model on fal.ai, inline in conversation…
40380
lazymac2x
Cloudflare Workers MCP server: api-diff-monitor
40381
cloudflare
Browser rendering service. Fetch web pages, convert to markdown, and capture sc…
81
40382
thanksio
Send letters, postcards, notecards, and gift cards via postal mail.
N/A N/A 95
40383
block
Enables AI agents to interact with Jupyter notebooks via MCP tools for querying…
40384
narumiruna
coindesk-mcp Claim
The MCP server that can read recent news from Coindesk.
81
40385
RichFerry
A production-grade, extensible Python template for building Model Context Proto…
81
40386
axel-belfort
Hyperliquid vault analytics API for AI agents. Performance data for all Hyperli…
N/A N/A 95
40387
nexgendata-apify
Bring sports data into an AI workflow without writing four ESPN scrapers. Usefu…
81
40388
raylow-x
mcpsmith Claim
deposit pour un test n8n
N/A N/A 95
40389
marcoldenburg
RGate MCP Claim
Release gate agents call before they tell users a public website is ready to sh…
40390
RobertBergman
Enables AI assistants to query and monitor wireless clients in Cisco Catalyst C…
81
40391
parthmodi152
todoist-ai Claim
N/A N/A 95
40392
Whawi
Ground truth operational layer for urban transfers in LatAm.
40393
MustafaPatharia
Enables AI assistants to fetch ProofHub task details, comments, and bug tracker…
40394
CSOAI-ORG
ip-network-ai-mcp MCP server by MEOK AI Labs
N/A N/A
40395
sociologic
SocioLogic Claim
Conduct market research using synthetic personas and automated campaigns. Simul…
81
40396
ValentinOtt
test Claim
N/A N/A 95
40397
yolo-maxi
Search and book real flights with USDC on Base. 500+ airlines, crypto-native pa…
N/A N/A 95
40398
callstackincubator
agent-device Claim
Discovery router for the agent-device CLI with status, install, help, prompts, …
N/A N/A
40399
johnanleitner1
7,000+ live bookable slots across 20 suppliers in 28 cities and 15 countries — …
81
40400
nodejsmcp Claim 1
A Forgejo MCP Server
N/A N/A 76
Showing 40351–40400 of 40420 servers