MCP Server Quality Scores

Independent quality analysis of 43365 public MCP servers

43365
Discovered
29451
Scored
2111
Verified
16952
Complete

Last updated 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40051
aak204
Deterministic CI scanner and surface-risk scoring for MCP (Model Context Protoc…
N/A N/A 95
40052
yazan4m7
yazan4m7 Claim
N/A N/A 95
40053
epheterson
MCP server for Apple Music that lets AI assistants manage playlists, control pl…
N/A N/A
40054
techformist
Seta MCP Claim
Enables Salesforce developers to create code and configuration using local docu…
40055
swesmith-repos
MiniMax MCP Claim
Enables interaction with MiniMax AI APIs for text-to-speech, voice cloning, vid…
81
40056
bulkpublish
Social media automation for AI agents. Schedule posts, upload media, manage cha…
N/A N/A 95
40057
KDF25
Enables AI agents to analyze and scaffold React/Next.js applications enforcing …
40058
lincalinca
Read-only MCP server that connects AI clients to Crescender's school asset, loa…
40059
pawanpanpan
server Claim
N/A N/A 95
40060
mauriziomocci
mcp-cronos Claim
MCP server for structured daily work diary management, enabling entries, standu…
N/A N/A
40061
FradSer
An MCP server for interacting with Apple Reminders on macOS
N/A N/A 95
40062
MCP-Mirror
Enables querying and exploring the GitHub GraphQL API schema and executing opti…
81
40063
mm
project-0 Claim
N/A N/A 95
40064
Automata-Labs-team
An MCP server for browser automation using Playwright
N/A N/A 95
40065
Longtran2404
MCP server for Google Drive integration with file management, search, sharing, …
40066
supertone-inc
MCP server for the Supertone TTS API. Generate natural speech, browse and previ…
N/A N/A
40067 N/A N/A 95
40068
kushknows
An MCP server that provides weather data
N/A N/A
40069
tradallo
reputation Claim
Query cryptographically-verified trading reputations (humans + AI agents). ed25…
40070
adithya1012
Provides access to NASA's public APIs including Astronomy Picture of the Day, M…
40071
cphoskins
Enables generating presentations, documents, webpages, and social posts via Gam…
40072
shimizu
Enables querying OpenStreetMap data (buildings, roads, amenities, etc.) via Ove…
40073
i3T4AN
Bridges Claude Code and Google's Gemini AI models to enable AI-to-AI collaborat…
40074
dmang-dev
mcp-mgba Claim
MCP server for the mGBA Game Boy Advance emulator. Read and write GBA memory, i…
N/A N/A
40075
ericluciano
Enables AI assistants to interact with the Pipedrive CRM to manage deals, conta…
81
40076
Dithilli
Enables AI assistants to interact with FontLab for font design and manipulation…
N/A N/A
40077
mhprol
Hardened MCP server providing controlled access to PowerShell, CMD, Git Bash, a…
N/A N/A
40078
closermethod
Domain-expert SMB sales playbooks for AI agents. Discovery questions, objection…
40079 N/A N/A 95
40080
narkov
An unofficial MCP server that connects AI agents to Horoshop e-commerce stores,…
40081
Lucas-Servi
An MCP server for querying the KEGG bioinformatics database, providing tools, r…
40082
RosenAdvertising
mycase-mcp Claim
Enables Claude to access and manage your law firm's MyCase account, including c…
N/A N/A
40083
robawolf
n8nmcp Claim
N/A N/A 95
40084
chung-ta1
jmeter-mcp Claim
Integrates Apache JMeter with AI assistants to run and manage load tests throug…
N/A N/A 95
40085
mkriggsbee
Federal Agency Rules and Executive Actions
81
40086
elvirchik
heor-agent Claim
AI-powered Health Economics and Outcomes Research (HEOR) MCP server. 14 tools f…
81
40087
benswel
qr-for-agent Claim
Dynamic QR code MCP server for AI agents. Create, retarget, and track QR codes
N/A N/A 95
40088
StonesofCreation
StackSwap Claim
Hosted HTTP MCP server for B2B SaaS GTM stack research. 8 read-only tools wrapp…
40089
edintwi
sql-mcp Claim
Enables running parameterized SQL queries against a PostgreSQL database via an …
N/A N/A
40090 N/A N/A 95
40091
Bitcoin-native credit ratings. ⚡ Lightning pay-per-query (99 sats) or API subsc…
N/A N/A 69
40092
CSOAI-ORG
keyword-extractor-ai-mcp MCP server by MEOK AI Labs
N/A N/A
40093
sandraschi
Wraps opencode CLI's HTTP API into MCP tools for agent run, session management,…
N/A N/A
40094
lazymac2x
Cloudflare Workers MCP server: ai-crawler-policy
40095
UltraStarz
x402-extract Claim
Pay-per-call MCP server. $0.01 USDC extracts schema.org/Product JSON from any U…
N/A N/A
40096
superyw123
copilot Claim
N/A N/A 95
40097
itsjoe18
skillsyncai Claim
N/A N/A 95
40098
daniel.larson
testproject Claim
N/A N/A 95
40099 N/A N/A 95
40100
u9401066
Provides validated clinical scoring tools for AI agents via MCP, with evidence-…
Showing 40051–40100 of 43365 servers
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