MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52451
ebenova
fieldops-mcp Claim
N/A N/A 95
52452
junter1989k-ai
Costa Rica Hacienda v4.4: AI agents submit and query electronic invoices, state…
52453
automatikstudio
Generates professional, AI-powered freelance project proposals including execut…
81
52454
nexgendata-apify
Access Reddit posts, YouTube video details, podcast episodes, and Hacker News s…
81
52455
pirocheto
Enables generation of PDF invoices via an MCP server, using Typst for typesetti…
N/A N/A
52456
haebojagu
An MCP server for advertising estimate analysis that calculates billing, outsou…
N/A N/A
52457
ShotaTanikawa
hookray-mcp Claim
Enables AI agents to create disposable webhook URLs, capture incoming HTTP requ…
N/A N/A
52458
Tmalone1250
kinetifi-mcp Claim
Cross-chain MCP server that coordinates operations between Casper and Mantle ne…
52459
Orkules
Enables agents to efficiently explore and query GStreamer debug logs by loading…
N/A N/A
52460
serhiizghama
viber-mcp Claim
MCP server for the Viber Bot REST API — drive a Viber bot from Claude Desktop, …
52461
ErikThiart
SIMcloud Claim
SIMcloud is a hosted South African MCP server for wallet balance checks, networ…
52462
MemoriLabs
mcp-memori Claim
With Memori's MCP server, your agent can retrieve relevant memories before answ…
81
52463
StealthyLabsHQ
Local-first MCP server for Power BI Desktop automation. Automate semantic model…
N/A N/A
52464
LupinLin1
mail-mcp Claim
An MCP server for email operations supporting IMAP and SMTP protocols, enabling…
52465
junter1989k-ai
Georgia payments for AI agents — TBC checkout via TBC Bank. Never holds funds.
52466
edsonsousa
MCP server for Legalis, a Brazilian legal document AI that enables attorneys to…
N/A N/A
52467 N/A N/A 95
52468
cyberbuff
Provides access to Atomic Red Team tests, enabling search, validation, and exec…
52469
zueai
A lightweight MCP server allowing agents to interact with the WorkOS API for st…
81
52470
pipeworx-io
OpenReview MCP — ML conference submissions and reviews (API v2)
52471
Magic-Man-us
A Model Context Protocol (MCP) server providing local-first access to Pydantic …
N/A N/A
52472
Lawstronaut-FZCO
Lawstronaut Claim 1
Connect AI to millions of laws and court cases with the Lawstronaut MCP.
67
52473
gemini-cli-extensions
Enables management of Google Workspace apps (Docs, Sheets, Gmail, Calendar, Dri…
52474
googleads
MCP server that provides tools and resources for interacting with Google Ads AP…
52475
yokonao
Echo tool MCP server that extracts and logs W3C Trace Context from requests to …
N/A N/A
52476
axel-belfort
Stock market price API for AI agents. Real-time quotes: current price, daily ch…
81
52477
rsi-ai-platform
Browser-based research MCP server that drives a real Chromium browser via patch…
N/A N/A
52478
ergopitrez
Enables AI-driven brand visibility monitoring and SEO project management via th…
81
52479
carsonroell-debug
leadenrich-mcp Claim 1
Waterfall lead enrichment — cascades Apollo, Clearbit, and Hunter for max cover…
N/A N/A 67
52480
lotapi-com
LotAPI Claim
Deterministic parcel intelligence for US properties. Resolves any street addres…
N/A N/A 95
52481
kushknows
An MCP server that provides weather data
N/A N/A
52482
aviddiviner
skillsmcp Claim
Exposes Agent Skills to AI agents as MCP tools, enabling discovery and activati…
N/A N/A
52483
aarifmms
Keyblind Claim
Encrypted secrets vault for AI agents — secrets resolved at runtime, never seen…
N/A N/A
52484
yigitkonur
Provide a stateful, session-based calculator server with robust streamable HTTP…
N/A N/A 95
52485
codesk90
ShopSignal Claim
DTC competitor intelligence: catalog snapshots, price history, cross-brand prod…
52486
Mameta29
30 tools for Japanese data: address, furigana, transit, Diet, holidays, weather…
N/A N/A
52487
denysmilimonko
MCP server for retrieving FAQ and glossary from the hotline.finance insurance s…
52488
trionnemesis
Provides SQL-queryable access to Taiwan's healthcare open data (NHI and Ministr…
52489
matthewlboyd
Connects Claude to your Freshservice ITSM instance, enabling management of tick…
52490
snapshot-site
Capture screenshots, detect visual regressions between page versions, and analy…
52491
rlgjr1971
A context-aware memory MCP server for Claude Code and any MCP-compatible AI age…
N/A N/A
52492
Expert-Integrado
Conexa MCP Claim
MCP server that connects AI assistants to the Conexa business management system…
52493
SergioRico1
thrd Claim
Thrd MCP: agent email tools for events/threads, safe send/reply, usage, trust a…
N/A N/A 83
52494
duggurd
Enables LLMs to query and explore schemas in Microsoft Fabric lakehouses, wareh…
52495
danbones33
clawcast Claim
AI rap songs about today's headlines in any rapper's style. Free trial + x402 p…
N/A N/A 95
52496
cdemeo92
mcp-coding Claim
Experimental MCP server for local LLM orchestration with filesystem tools (read…
N/A N/A
52497
joshuarichard
Exposes the StatsPlus API as tools for MCP-compatible clients, enabling users t…
52498
hamzashahbaz
outlook-mcp Claim
MCP server that enables Claude to manage Outlook emails, including reading, sen…
N/A N/A
52499
Feynman520
Enables real Excel desktop automation to recalculate formulas, read computed ce…
N/A N/A
52500
espisangijo
octapi Claim
A business's WhatsApp front desk as tools: inbox, customers, catalogue, booking…
N/A N/A
Showing 52451–52500 of 67226 servers