MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
28651
aethar-dev
EU e-invoicing — UBL/CII conversion to XRechnung and FatturaPA
C 55 34 54 21 81
28652
Traia-IO
An MCP server that provides access to the Nager.Date API, enabling AI agents to…
C 55 34 53 24 81
28653
agentmail-to
AgentMail Claim
AgentMail is the email inbox API for AI agents. It gives agents their own email…
C 55 34 44 37 81
28654
purple-flea
Purple Flea Wallet Claim
Non-custodial HD wallet API for AI agents. Generate wallets on 6 chains (ETH, B…
D 54 34 48 30 81
28655
Nansen Claim 1
Blockchain analytics API for AI agents. Smart Money signals, wallet profiling, …
D 54 35 0 94 67
28656
Filipescordeiro2
mcp-mongo Claim
Enables AI agents to query and introspect MongoDB databases through find, aggre…
D 54 34 48 27 81
28657
adi2355
ResumeTailor Claim 1
An MCP server that enables users to automatically tailor LibreOffice resumes by…
D 54 34 51 25 81
28658
Fadil369
A deployment template for hosting remote Model Context Protocol servers on Clou…
D 54 34 48 29 81
28659
just-signal Claim 1
Keyless MCP for Just Signal: live quotes, report publishing, scorecard, and Cho…
D 54 35 0 95 67
28660
elfresonero
paki-curator Claim
Remote MCP server (streamable HTTP) for César Yagüe's Visual Medicine art catal…
D 54 34 40 42 81
28661
BitingSnakes
pydantic-mcp Claim 1
An MCP server for inspecting and interacting with Pydantic models and Python ty…
D 54 34 47 29 81
28662
giannidona
dolar-argentina Claim
Provides real-time Argentine dollar exchange rates to Claude, including blue, o…
D 54 34 48 30 81
28663
Octodamus
AI oracle: BTC/ETH/SOL signals, Polymarket edges, congressional trades. x402 $0…
D 54 35 0 80 81
28664
Tinker-LGD2026
CLS MCP Server Claim
Provides a suite of 33 tools for interacting with Tencent Cloud Log Service (CL…
D 54 34 42 39 81
28665
liusicheng
MCP Weather Server Claim
A weather query MCP server providing current weather, forecasts, temperature co…
D 54 34 48 30 81
28666
OnClickListener2048
Enables reading and analyzing Confluence documentation content through the Conf…
D 54 34 48 27 81
28667
hungryrobot1
This server implements the Model Context Protocol to facilitate meaningful inte…
D 54 34 54 18 81
28668
KumarDev7
Colab MCP Claim 2
A Model Context Protocol server that enables users to control and interact with…
D 54 34 39 42 81
28669
MemoryNexus
Memory Nexus Claim
Persistent memory and handoff intelligence layer for MCP agents. Most memory se…
D 54 34 42 39 81
28670
Sebzo-work
Deploy a remote MCP server on Cloudflare Workers without authentication, allowi…
D 54 34 48 30 81
28671
Narashiman24
qiskit-sim-mcp Claim
This MCP server enables Claude Desktop to create, visualize, and simulate quant…
D 54 34 48 30 81
28672
jeffshum
A template for deploying remote Model Context Protocol (MCP) servers to Cloudfl…
D 54 34 48 30 81
28673
MostafaRaafat91
MCP Playwright Server Claim 1
An MCP server that enables AI-powered browser automation, web scraping, and tes…
D 54 34 39 43 81
28674
PressureDesk Claim 1
Read-only BUY / WAIT / AVOID spend gate for paid APIs, MCP endpoints, and x402 …
D 54 35 96 0 67
28675
SaaS Browser Claim 1
Search 400k+ SaaS and software companies by category, technology, country, pric…
D 54 35 96 0 67
28676
PintaAI
MCP HTTP Proxy Claim 1
Exposes any stdio-based MCP server to the internet via HTTP/SSE transport, enab…
D 54 34 48 30 81
28677
Spaceship-AI
Spaceship MCP Claim 1
An MCP server for managing and executing AI agents on the Spaceship AI platform…
D 54 34 45 33 81
28678
K0itoyuu
Lanzou MCP Claim 1
A Model Context Protocol server for interacting with Lanzou Cloud storage. It p…
D 54 34 45 35 81
28679
mubashir1osmani
libretexts-mcp Claim
MCP server that enables searching, fetching, and navigating LibreTexts open tex…
D 54 34 48 30 81
28680
scott-sowers
Provides tools to generate SVG vector graphics from text prompts and convert ra…
D 54 34 48 30 81
28681
Multi-seller shopping for AI agents. Settle via Stripe MPP or x402 USDC on Base…
D 54 35 0 94 67
28682
bparpette
Enables teams to create a shared knowledge base where members can store, search…
D 54 56 48 28 30 81 84
28683
Kerydos
Provides tools to search and retrieve detailed documentation for the Kiwoom RES…
D 54 34 48 30 81
28684
nicky512500
Enables AI assistants to trade cryptocurrencies and manage accounts on MAX Exch…
D 54 34 48 27 81
28685
s2-streamstore
Enables interaction with S2 StreamStore to manage basins, access tokens, and da…
D 53 34 48 25 81
28686
ngcdan
mcp-imap-server Claim 2
An MCP server that enables Claude to directly access and manage email through I…
D 53 34 45 30 81
28687
ghc189
Enables voice cloning and speech synthesis through Alibaba Cloud's Bailian and …
D 53 34 48 25 81
28688
LeoVegaSys
DatabaseMCP Claim 1
An MCP server that enables AI agents to safely explore and interact with MySQL …
D 53 34 43 33 81
28689
gengzi
mcp\_command-line\_tool
D 53 34 36 45 81
28690
NodeOps-app
CreateOS MCP Claim
Deploy full-stack apps from AI. 75+ tools: GitHub/Docker deploy, databases, env…
D 53 34 48 25 81
28691
alexalexalex222
Petamind MCP Claim
Enables agentic coding workflows in Claude Code through a multi-candidate patch…
D 53 34 40 39 81
28692
YoshiLoL0526
mcp-toolkit Claim
A general-purpose MCP server providing web search, persistent memory storage, a…
D 53 34 42 34 81
28693
kilyig
An MCP server that enables AI agents to participate in Silicopedia discussions …
D 53 34 47 24 81
28694
kal72
sentinel-mcp Claim 1
An MCP server for AI-powered API testing that enables automated positive, negat…
D 53 34 41 35 81
28695
cnpjaberto
cnpjaberto Claim 1
MCP server for querying Brazilian CNPJ company data, including partner graphs, …
D 53 34 39 40 81
28696
aooiuu
ttrss-mcp Claim 1
An MCP server that enables AI assistants to manage Tiny Tiny RSS feeds, includi…
D 53 34 45 31 81
28697
EA2-Programmer
TrakSYS MCP Server Claim 1
An MCP server that provides secure, read-only access to the TrakSYS manufacturi…
D 53 34 33 50 81
28698
HTML to Image Claim 1
Render HTML and CSS to PNG images over HTTP. Send HTML and CSS and get a PNG ba…
D 53 35 0 91 67
28699
trippborstel-hub
An MCP server that provides access to Northwood Capital Partners' portfolio car…
D 53 34 45 30 81
28700
Agent-native dental planning MCP for plan drafts, presentations, and price esti…
D 53 35 0 91 67
Showing 28651–28700 of 67197 servers
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