MCP Server Quality Scores

Independent quality analysis of 69365 public MCP servers

69365
Discovered
→
33980
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 57 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
29351
agentmail-to
AgentMail ⚡ Claim
AgentMail is the email inbox API for AI agents. It gives agents their own email…
C 55 3⁄4 ◔ ⏳ 44 — — 37 81 —
29352
agentmail-to
AgentMail ⚡ Claim
AgentMail is the email inbox API for AI agents. It gives agents their own email…
C 55 3⁄4 ◔ ⏳ 44 — — 37 81 —
29353
LucasRomanzin
skills-mcp-server ⚡ Claim 1
A high-performance MCP server that provides BM25-ranked search and structured a…
C 55 3⁄4 ◔ ⏳ 48 — — 32 81 —
29354
samueljayasingh
Stitch-MCP ⚡ Claim 1
An MCP server that exposes Google Stitch's AI-powered UI design capabilities as…
C 55 3⁄4 ◔ ⏳ 51 — — 27 81 —
29355
phantom
Give your AI agent a crypto wallet. Sign messages, send transactions, transfer …
C 55 3⁄4 ◔ ⏳ 42 — — 42 81 —
29356
tharmer
SentimentAlpha ⚡ Claim
Social Arbitrage Intelligence: real-time X/Twitter sentiment, narrative velocit…
C 55 3⁄4 ◔ ⏳ 54 — — 21 81 —
29357
ManyContacts
MCP server for ManyContacts WhatsApp Business CRM that enables AI agents to man…
C 55 3⁄4 ◔ ⏳ 45 — — 39 81 —
29358
Mohd16kaif
Open-source MCP server for Claude AI that connects Stripe and Supabase to enabl…
C 55 3⁄4 ◔ ⏳ 54 — — 21 81 —
29359
mckaystu
Enables policy-style auditing of content through the audit_vibe MCP tool to enf…
C 55 3⁄4 ◔ ⏳ 38 — — 48 81 —
29360
nicholasemccormick
schedulepulse-mcp ⚡ Claim 1
C 55 3⁄4 ◔ ⏳ 54 — — 23 81 —
29361
Traia-IO
An MCP server that provides access to the Nager.Date API, enabling AI agents to…
C 55 3⁄4 ◔ ⏳ 53 — — 24 81 —
29362
AlexGHerrera
Agentic MCP Itinerary ⚡ Claim 2
An MCP server that orchestrates parallel searches for flights, hotels, and acti…
C 55 3⁄4 ◔ ⏳ 51 — — 29 81 —
29363
thedeceptio
superset-mcp ⚡ Claim 1
An MCP server that provides AI assistants with full access to Apache Superset i…
C 55 3⁄4 ◔ ⏳ 49 — — 30 81 —
29364
aethar-dev
EU e-invoicing — UBL/CII conversion to XRechnung and FatturaPA
C 55 3⁄4 ◔ ⏳ 54 — — 21 81 —
29365
ilyasni
A personal monitoring and trend synthesis system that collects signals from mul…
C 55 3⁄4 ◔ ⏳ 54 — — 21 81 —
29366
codebruinc
PikaSim Claim
Anonymous eSIMs, phone numbers, and SMS codes in 190+ countries. Crypto-paid; a…
C 55 3⁄4 ◔ ⏳ 54 — — 21 81 —
29367
VoxLink-org
Finance Tools MCP ⚡ Claim 1
An MCP server that provides comprehensive financial insights and analysis by le…
C 55 3⁄4 ◔ ⏳ 39 — — 48 81 —
29368
PintaAI
MCP HTTP Proxy ⚡ Claim 1
Exposes any stdio-based MCP server to the internet via HTTP/SSE transport, enab…
D 54 3⁄4 ◔ ⏳ 48 — — 30 81 —
29369
liusicheng
MCP Weather Server ⚡ Claim
A weather query MCP server providing current weather, forecasts, temperature co…
D 54 3⁄4 ◔ ⏳ 48 — — 30 81 —
29370
BitingSnakes
pydantic-mcp ⚡ Claim 1
An MCP server for inspecting and interacting with Pydantic models and Python ty…
D 54 3⁄4 ◔ ⏳ 47 — — 29 81 —
29371
purple-flea
Purple Flea Wallet ⚡ Claim
Non-custodial HD wallet API for AI agents. Generate wallets on 6 chains (ETH, B…
D 54 3⁄4 ◔ ⏳ 48 — — 30 81 —
29372
scott-sowers
Provides tools to generate SVG vector graphics from text prompts and convert ra…
D 54 3⁄4 ◔ ⏳ 48 — — 30 81 —
29373
nicky512500
Enables AI assistants to trade cryptocurrencies and manage accounts on MAX Exch…
D 54 3⁄4 ◔ ⏳ 48 — — 27 81 —
29374
SaaS Browser Claim 1
Search 400k+ SaaS and software companies by category, technology, country, pric…
D 54 3⁄5 ◔ — 96 0 — 67 —
29375
Kerydos
Provides tools to search and retrieve detailed documentation for the Kiwoom RES…
D 54 3⁄4 ◔ ⏳ 48 — — 30 81 —
29376
MostafaRaafat91
MCP Playwright Server ⚡ Claim 1
An MCP server that enables AI-powered browser automation, web scraping, and tes…
D 54 3⁄4 ◔ ⏳ 39 — — 43 81 —
29377
giannidona
dolar-argentina ⚡ Claim
Provides real-time Argentine dollar exchange rates to Claude, including blue, o…
D 54 3⁄4 ◔ ⏳ 48 — — 30 81 —
29378
Narashiman24
qiskit-sim-mcp ⚡ Claim
This MCP server enables Claude Desktop to create, visualize, and simulate quant…
D 54 3⁄4 ◔ ⏳ 48 — — 30 81 —
29379
Octodamus
AI oracle: BTC/ETH/SOL signals, Polymarket edges, congressional trades. x402 $0…
D 54 3⁄5 ◔ ⏳ — 0 80 — 81 —
29380
KumarDev7
Colab MCP Claim 2
A Model Context Protocol server that enables users to control and interact with…
D 54 3⁄4 ◔ ⏳ 39 — — 42 81 —
29381
Bardo Claim 1
Identity & continuity for AI agents, gated by a proof-of-being-an-LLM puzzle.
D 54 3⁄5 ◔ — 96 0 — 67 —
29382
K0itoyuu
Lanzou MCP Claim 1
A Model Context Protocol server for interacting with Lanzou Cloud storage. It p…
D 54 3⁄4 ◔ ⏳ 45 — — 35 81 —
29383
jeffshum
A template for deploying remote Model Context Protocol (MCP) servers to Cloudfl…
D 54 3⁄4 ◔ ⏳ 48 — — 30 81 —
29384
just-signal Claim 1
Keyless MCP for Just Signal: live quotes, report publishing, scorecard, and Cho…
D 54 3⁄5 ◔ — 0 96 — 67 —
29385
Sebzo-work
Deploy a remote MCP server on Cloudflare Workers without authentication, allowi…
D 54 3⁄4 ◔ ⏳ 48 — — 30 81 —
29386
bparpette
Enables teams to create a shared knowledge base where members can store, search…
D 54 5⁄6 ◔ ⏳ 48 28 — 30 81 84
29387
OnClickListener2048
Enables reading and analyzing Confluence documentation content through the Conf…
D 54 3⁄4 ◔ ⏳ 48 — — 27 81 —
29388
Fadil369
A deployment template for hosting remote Model Context Protocol servers on Clou…
D 54 3⁄4 ◔ ⏳ 48 — — 29 81 —
29389
Tinker-LGD2026
CLS MCP Server ⚡ Claim
Provides a suite of 33 tools for interacting with Tencent Cloud Log Service (CL…
D 54 3⁄4 ◔ ⏳ 42 — — 39 81 —
29390
EU financial regulatory monitoring: DORA, MiCA, MiFID II, AML, Solvency II and …
D 54 3⁄5 ◔ — 96 0 — 67 —
29391
Filipescordeiro2
mcp-mongo ⚡ Claim
Enables AI agents to query and introspect MongoDB databases through find, aggre…
D 54 3⁄4 ◔ ⏳ 48 — — 27 81 —
29392
adi2355
ResumeTailor Claim 1
An MCP server that enables users to automatically tailor LibreOffice resumes by…
D 54 3⁄4 ◔ ⏳ 51 — — 25 81 —
29393
hungryrobot1
This server implements the Model Context Protocol to facilitate meaningful inte…
D 54 3⁄4 ◔ ⏳ 54 — — 18 81 —
29394
elfresonero
paki-curator Claim
Remote MCP server (streamable HTTP) for César Yagüe's Visual Medicine art catal…
D 54 3⁄4 ◔ ⏳ 40 — — 42 81 —
29395
mubashir1osmani
libretexts-mcp ⚡ Claim
MCP server that enables searching, fetching, and navigating LibreTexts open tex…
D 54 3⁄4 ◔ ⏳ 48 — — 30 81 —
29396
Spaceship-AI
Spaceship MCP ⚡ Claim 1
An MCP server for managing and executing AI agents on the Spaceship AI platform…
D 54 3⁄4 ◔ ⏳ 45 — — 33 81 —
29397
Multi-seller shopping for AI agents. Settle via Stripe MPP or x402 USDC on Base…
D 54 3⁄5 ◔ — 0 94 — 67 —
29398
MemoryNexus
Memory Nexus Claim
Persistent memory and handoff intelligence layer for MCP agents. Most memory se…
D 54 3⁄4 ◔ ⏳ 42 — — 39 81 —
29399
Brainiall Image Claim 1
Background removal, upscaling, face restore, document OCR, table extraction, vi…
D 54 2⁄5 ◔ — — 41 — 67 —
29400
Tốc Biến Claim 1
Vietnam VPS via VietQR — create a machine and put an app online.
D 54 2⁄5 ◔ — — 41 — 67 —
Showing 29351–29400 of 69365 servers
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