MCP Server Quality Scores

Independent quality analysis of 45235 public MCP servers

45235
Discovered
29501
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44601
bracesproul
Template for serving FastMCP servers over Streamable HTTP within a LangGraph Se…
44602
rob-long
Enables AI-powered debugging through structured logging with pattern recognitio…
81
44603
k1y0miiii
tbro-mcp Claim
An MCP server that provides web_search and web_fetch tools returning plain text…
N/A N/A
44604
joaopedro17
qa-mcp Claim 1
An MCP server that enables Claude to create and manage TestRail test cases dire…
81
44605
dsers
Official DSers MCP for dropshipping: import, edit, price, and publish products …
44606
alanpcf
Brazilian public data for AI agents — companies (CNPJ), addresses (CEP), banks …
N/A N/A
44607
AI-powered meeting scheduling with intelligent auto-scheduling for Claude and A…
N/A N/A 69
44608
CSOAI-ORG
Enables cyber defenders to query ATT\&CK techniques, list tactics, map incident…
44609
Murugarajr
OHM MCP Claim
Provides comprehensive Python code refactoring capabilities including AST-based…
N/A N/A 95
44610
Agent-callable Parallax services: catalog, pricing, project start, and booking.
67
44611
ardev-lab
Transparent rule-based GitHub fake-star detector — LOW/MEDIUM/HIGH with per-rul…
N/A N/A
44612
danecodes
roku-mcp Claim
Enables AI agents to inspect and control Roku devices—query UI elements, send r…
N/A N/A
44613
rin2401
smithery-mcp Claim
Greet anyone by name with a friendly message. Toggle pirate mode for playful, s…
N/A N/A 95
44614
bobbyhiddn
Ordinal-MCP Claim
Implements a structured communication bus that allows AI agents to send 'oracle…
N/A N/A 95
44615
foxibu
Connects MCP clients to a Kali Linux terminal API, enabling AI-assisted penetra…
81
44616
cyberbuff
Provides access to Atomic Red Team tests, enabling search, validation, and exec…
44617
Emite CFDIs 4.0 y resuelve claves del SAT para agentes de IA (México), con perm…
67
44618
Vadosdavos
A Model Context Protocol (MCP) server that provides access to Yandex Metrika an…
81
44619
guillaume.beauverd
candice-ai Claim
N/A N/A 95
44620
simul813
Kindle niche intelligence (demand/competition/BSR/revenue) gated by x402 USDC o…
44621
CSOAI-ORG
content-calendar-ai-mcp MCP server by MEOK AI Labs
N/A N/A
44622
deepsearch-hq
Korean stock & crypto for AI agents. KRX news, financials, risk via x402 USDC p…
N/A N/A
44623
coderippr
A Model Context Protocol server that runs on Cloudflare Workers with OAuth logi…
81
44624
hn-mcp-server Claim 1
Model Context Protocol server for HackerNews API access.
N/A N/A 81
44625
lazymac2x
Cloudflare Workers MCP server: graphql-dos-shield
44626
dealhub-admin Claim 1
DealHub MCP server for admins. Manage versions and users with 7 tools via Claud…
N/A N/A 81
44627
TomCN0803
A Model Context Protocol server for managing text notes, with resources (note:/…
N/A N/A
44628
pytheum
Pytheum MCP Claim
Wraps the four public endpoints on api.pytheum.com as MCP tools so AI agents ca…
44629
ryanStark24
sfgraph Claim
A local, privacy-first knowledge graph for Salesforce orgs. It live-syncs your …
N/A N/A
44630
MCP server for Prefect. Monitor and debug workflows, deployments, and automatio…
N/A N/A 81
44631
sally-labs
sally-ai-mcp Claim
Chat with Sally about metabolic health and pay per interaction using x402 with …
N/A N/A 95
44632
kaditang
Non-custodial Solana MCP: compare yields, buy tokenized US stocks (xStocks) & O…
N/A N/A 95
44633
lazymac2x
Cloudflare Workers MCP server: ai-crawler-policy
44634
myaitoken
myai-mcp Claim
Decentralized AI inference on Base: OpenAI-compatible chat via community GPUs, …
N/A N/A
44635
agentrace Claim 1
Structured observability for AI agents. Trace steps, decisions, and errors. MCP…
N/A N/A 81
44636
OumyL
MCP Trader Claim
Enables advanced technical and fundamental analysis of financial markets includ…
81
44637
sshh12
Enables Claude to fully control a Windows desktop with native screen capture, l…
N/A N/A
44638
the-data-gateway-initiative
Exposes India's open government data (data.gov.in) APIs via the Model Context P…
44639
ThornGuard Claim 1
Remote MCP security gateway for auth, redaction, policy enforcement, and audit …
N/A N/A 81
44640
godson
godson_1231 Claim
N/A N/A 95
44641
ptbsare
Enables LLMs to read, send, and manage emails via POP3 and SMTP with TLS suppor…
44642
cpretzinger
Connects Claude Desktop to GoHighLevel CRM with 269+ tools for complete contact…
81
44643
ayatec
Provides unified access to multiple AI providers through Vercel AI Gateway, ena…
N/A N/A
44644
zjl13031
prection Claim
预测运势能力mcp
N/A N/A 95
44645
arthurpanhku
Arthor-Agent Claim
...
81
44646
brainfuel
MCP Browser Claim
Native macOS browser exposing an MCP server so AI agents can drive a real WKWeb…
N/A N/A
44647
lazymac2x
Cloudflare Workers MCP server: email-validator
44648
Quantiser
Enables AI assistants to query VersionOne for stories, features (epics), and th…
N/A N/A
44649
hey-mn8z
ZenRent Claim
**ZenRent MCP** — the UK property management MCP server for landlords. Connect…
81
44650
kimasplund
mcp-pypi Claim
A security-focused MCP server that enables AI assistants to search PyPI package…
Showing 44601–44650 of 45235 servers
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