MCP Server Quality Scores

Independent quality analysis of 64766 public MCP servers

64766
Discovered
30712
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41001
1beyza
Provides React design and rendering patterns from patterns.dev as MCP tools and…
N/A N/A
41002
vitron-ai
alethia-mcp Claim
MCP bridge that lets any MCP client drive the Alethia runtime for agent-native …
N/A N/A
41003
tobinsouth
Lets Claude search Amazon products via multiple keyword queries and present cur…
41004
GetDial-AI
Dial Claim
Communication stack for AI agents: SMS, AI voice calls, phone numbers, and acco…
41005
prakharbhardwaj
Enables AI assistants to conduct phone interviews, deliver notifications, and m…
41006
Zwondra
Live CRE analysis: Federal Reserve rates, Census 1/3/5-mile demographics, DCF m…
41007
zerodrop-dev
ZeroDrop Claim
Disposable email inboxes for AI agents — OTPs and magic links auto-extracted. N…
N/A N/A
41008
HappydanceLabs
Enables AI models to interact with Umbraco CMS, retrieving and manipulating con…
41009
willhamlam
Enables AI-powered browser automation through RoxyChrome browsers using Playwri…
81
41010
alittleyellowkevin
A TypeScript implementation of a Model Context Protocol server that enables int…
N/A N/A 95
41011
beznazwiska
Pixel-perfect HTML/CSS to PNG/JPG/WebP for AI agents — inline image or 24h host…
N/A N/A
41012
dgenio
ChainWeaver Claim
Expose deterministic ChainWeaver flows as MCP tools without LLM calls between s…
N/A N/A
41013
ameernoufil
Angel One Claim
Angel One SmartAPI MCP for orders, portfolio, market data, GTT rules, charges, …
N/A N/A
41014
mashware
A local MCP server that accumulates the business-domain knowledge of a software…
N/A N/A
41015
IAfanasov
PackZoo Claim
Compare parcel and letter delivery prices across 60+ carriers in 27 European co…
41016
benjammartin
Munition Claim
x402-paid service wrapper for AI agents with anonymous USDC wallet funding. Cur…
N/A N/A
41017
DelinSirkov
Offload MCP Claim
Delegates real-world digital tasks to vetted humans directly from AI chat. Prov…
41018
jackleeio
MCP server for BNBOT Chrome Extension to control Twitter/X via AI assistants li…
N/A N/A
41019
TehreemArbab
mcp-jazzcash Claim
Enables AI agents to create hosted checkouts, charge mobile wallets, query tran…
81
41020
adopteunconteneur
Delivery cost calculator and container dimensions for France. Real HT/TTC price…
41021
CSOAI-ORG
Flagship aquaculture crosswalk — one evidence pack satisfies ASC + RSPCA Assure…
N/A N/A
41022
kaditang
Non-custodial Solana MCP: compare yields, buy tokenized US stocks (xStocks) & O…
N/A N/A 95
41023
MindsetConsulting
sflight-mcp Claim
Enables natural language querying of SAP flight data (airlines, flights, bookin…
41024
liander-ai
An MCP server providing policy-gated Solana access for AI agents, with read-onl…
41025
RishabhKodes
prexist Claim
Search across 9 platforms to find existing products similar to your idea.
N/A N/A 83
41026
pdwi2020
MCP server for executing Python code on CoCalc cloud projects. It enables any M…
41027
Skim MCP Server Claim 2
MCP server for Skim code transformation. Compresses code 60-95% for LLM context…
N/A N/A 81
41028
pathcourse-health
Cheaper LLM inference, USDC agent payments via x402, agent identity / reputatio…
N/A N/A
41029
fox100039-design
BugEzy Claim
Voice-powered bug reporting with 13 MCP tools. Record bugs by talking; let AI f…
41030
reejakdev
PredMCP Claim
Polymarket + HIP-4 + Hyperliquid perps for Claude. 22 tools, signals & arb. Fre…
41031
MAG-Cie
MCP server for Microsoft To Do via Microsoft Graph. MSAL device code flow, no c…
N/A N/A
41032
pilat
mcp-notify Claim
A minimal MCP server for sending Slack messages, supporting both bot and user t…
41033
PVPWire Claim 1
Hand-compiled game-mechanics data for Diablo 2, Path of Exile, Diablo 3 and GW2…
N/A N/A 81
41034
deniskarlinsky
Pactus Claim
Pactus is an MCP server for parsing and validating ISO 20022 payment messages d…
81
41035
kweinmeister
toon-mcp Claim
Enables encoding JSON into compact TOON format and decoding TOON back to JSON, …
N/A N/A
41036
alyiox
ClickHouse Claim
Read-only MCP server for ClickHouse metadata, parameterized queries, and plan a…
N/A N/A
41037
Purple-Horizons
gamma-mcp Claim
Enables AI-powered generation of presentations, documents, social posts, and we…
41038
ebongard
Watches local and SMB folders for settled new files and pushes them into the Re…
N/A N/A
41039
aiproductscout
Agentic commerce with 58 MCP tools for product search, checkout, A2A negotiatio…
41040
presidio-oss
A Model Context Protocol (MCP) server for Specifai project integration and auto…
N/A N/A
41041
MrCerq
AgentCanary Claim
Market context for AI agents: fresh regime, risk, narrative and scenario state …
N/A N/A
41042
dhnpmp-tech
@dcp/mcp Claim
Enables AI agents to access DCP's Saudi-hosted AI compute platform for inferenc…
41043
junter1989k-ai
Malaysia payments for AI agents — FPX banking, DuitNow QR, cards via Billplz. N…
41044
icdmkg2
Enables AI apps to connect to remote servers via SSH, SFTP, and tunnels.
N/A N/A
41045
Undermybelt
cerberus-mcp Claim
An MCP server that provides ultra-efficient code exploration through AST analys…
N/A N/A
41046
Noriget
AgentCron Claim
Schedule tasks for later from your AI agent: reminders, delayed webhooks, recur…
41047
utkucy
Enables natural language interaction with the Avalanche blockchain through AI a…
N/A N/A 95
41048
M2201
AI strategy, workflow automation, and process-improvement assessment for small …
41049
moechehabb
Arthur Claim 1
An MCP server that enables developers to summon AI development team agents dire…
N/A N/A 95
41050
epakhomov
bd-skill Claim 1
An MCP server that provides Claude Code with access to Black Duck SCA for manag…
81
Showing 41001–41050 of 64766 servers
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