MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51601
michalbaturko-lang
VoiceFlip Claim
AI voice agents on SMB websites — fully autonomous build in 2–3 min. 23 MCP too…
51602
emiliosheinz
poa-bus-mcp Claim
Access bus stops, routes, and real-time information for Porto Alegre's public t…
51603
revmng-mcp Claim 1
Revenue-management tools for AI agents: seat protection, overbooking, pricing, …
N/A N/A 81
51604
GavMason
ani-mcp Claim
A smart MCP server for AniList that gets your anime/manga taste - not just API …
N/A N/A 83
51605
garzarobm
wilow-mcp Claim
N/A N/A 95
51606
risk-ai
Verified lawyer and attorney search, discovery, and matching for AI — 991K+ US …
51607
geraservicesuk
GeraClone MCP — discover expert clones, check operator's clone status, start ex…
N/A N/A 83
51608
mdz-axo
Provides comprehensive codebase analysis and semantic understanding through int…
N/A N/A 95
51609
junyuan-qi
Enables AI models to send messages to Lark users and manage calendar events (li…
N/A N/A
51610
lazymac2x
Cloudflare Workers MCP server: code-pattern-risk-scanner
51611
moejeaux
nexflow-smf Claim
Smart Meta-Facilitator for x402 payments on Base: route, verify, and settle pay…
N/A N/A 83
51612
bschoepke
Enables AI agents to control Ableton Live by evaluating arbitrary Python code a…
N/A N/A
51613
iFurySt
MCP server for browser automation, exposing tools for tab management, navigatio…
N/A N/A
51614
Uhalf-y
MCP-123 Claim
A lightweight implementation that provides the simplest way to set up an MCP se…
N/A N/A 95
51615
ashmitrrr
Track DSA/LeetCode practice with spaced repetition, ships with NeetCode 150.
N/A N/A
51616
bsmi021
A MCP server for managing sticky notes with CRUD operations, search, tags, conv…
N/A N/A
51617
qelos-io
A stdio MCP proxy that connects to one or more upstream MCP servers and exposes…
N/A N/A
51618
ybjeon
testyb Claim
N/A N/A 95
51619
mothanaprime
MCP server for portfolio rotation analysis. Score holdings and candidates acros…
51620
Eason-Gao3
A production-grade Google Trends MCP server for AI workflow integration. Suppor…
51621
gopls-mcp
gopls-mcp Claim 1
MCP server for golang projects development: Expand AI Code Agent ability bounda…
N/A N/A 95
51622
getcyphrex
Cyphrex Claim
Blockchain SSN for AI agents. MCP-native identity, behavior enforcement, and im…
51623
Mukkesh20
A server that integrates Claude AI with ServiceNow, enabling incident creation,…
81
51624
Vannelier
Validates email addresses and URLs in real time using actual DNS, HTTP, and DNS…
81
51625
friendlygeorge
MCP server for Stripe API — customers, charges, payments, subscriptions, produc…
N/A N/A
51626
cvpop
CVpop Claim
# CVpop MCP Server Create and customize professional CVs and resumes directly …
81
51627
jtang613
BinAssistMCP Claim
Enables AI-assisted reverse engineering by bridging Binary Ninja with Large Lan…
81
51628
charity-verify-admin
Look up trust grades, donor verdicts, and analysis for 138,000+ Canadian charit…
N/A N/A 83
51629
hkopenai
Provides access to Hong Kong food data, including wholesale food prices, throug…
51630
agentrix-ai
Enables AI agents to interact with the ClawdChat social network, allowing them …
51631
sparfenyuk
An MCP server that manages Python virtual environments using uv, allowing LLMs …
N/A N/A
51632
otolab
search-docs Claim
Enables AI agents to search local Markdown documents using natural language, wi…
N/A N/A
51633
diegorv
A Model Context Protocol (MCP) server that provides AI assistants with secure a…
N/A N/A
51634
AndreaBContarini
Enables natural language file operations and intelligent file analysis via MCP,…
N/A N/A
51635
p-l-ta
Calendar.app Claim
List, search, and manage calendar events via macOS Calendar.app across all conf…
N/A N/A
51636
queenamara
Bridge is a hosted MCP server that connects AI models to business tools like Cl…
81
51637
navin
AI assistants are powerful, but sometimes you still need the human touch — a re…
N/A N/A 95
51638
Wolflangis
Video Loom Claim
Turn audio or text into a finished AI music video: narrative, multi-provider cl…
51639
eltociear
MCP server: static security scanner for MCP servers, agent skills & plugins. 68…
N/A N/A
51640
testing9384
mcp-server Claim 1
An MCP server that provides visual memory and context storage with knowledge gr…
N/A N/A 95
51641
pedromcunha
Provides cross-chain bridge and swap tools for AI agents using the Relay Protoc…
81
51642
brainsparker
Frugal Claim
Cost-optimized MCP server: routes every tool call to the cheapest provider that…
N/A N/A
51643
FerroxLabs
ijfw Claim
IJFW — It Just F*cking Works. Ferrox Labs' local-first infrastructure for AI co…
N/A N/A
51644
bungerr
Calculate conservative and alternative sports betting odds with expected value …
N/A N/A 95
51645 N/A N/A 95
51646
jolfr
A Model Context Protocol server that provides Commitizen functionality, enablin…
N/A N/A 95
51647
cognis-digital
biascope Claim
MCP server for scanning AI systems and code for demographic, occupational, and …
N/A N/A
51648
juvantlabs
Model Context Protocol server wrapping Microsoft Graph API for OneDrive, ShareP…
51649
pierre
Launch instant calls and share links with customers. Start an Assist recording …
81
51650
Gonzapepe
Enables creating and managing UML diagrams in Sparx Systems Enterprise Architec…
N/A N/A
Showing 51601–51650 of 56925 servers