MCP Server Quality Scores

Independent quality analysis of 46053 public MCP servers

46053
Discovered
29531
Scored
2112
Verified
16952
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42751
DigbyO
Cultural color intelligence. Every colour anchored to a person, a year, and a c…
42752
lukisch
n8n Manager MCP Claim 1
MCP server for n8n workflow management -- view, create, sync and manage workflo…
N/A N/A 95
42753
bakalagoin
Codinfy MCP Claim
MCP server that connects AI agents to Codinfy platform APIs for validating lice…
42754
gibs
Gibs Claim
Regulatory compliance API for AI agents. Classify AI systems by risk level and …
N/A N/A 95
42755
vyshnavi-nandyala
A Model Context Protocol server providing tools for DB queries, API calls, file…
N/A N/A
42756
soongil.so9503
test-mcp Claim
Greet anyone instantly by name. Discover the origin of 'Hello, World' via a han…
81
42757
ALWcreations
Geobed Claim
Browse all registered domains and retrieve details for any domain by name. Spee…
N/A N/A 95
42758
MankowskiNick
JIRA MCP Claim
A Model Context Protocol server for integrating JIRA with Claude, enabling AI a…
42759 N/A N/A 95
42760
MCP-Mirror
Provides comprehensive access to 471+ DigitalOcean API endpoints, enabling AI a…
81
42761
reka-ai
Enables AI agents to upload, index, search, and analyze videos through the Reka…
42762
JigsawStack
Effortlessly search the Web and get access to high-quality results powered with…
N/A N/A 95
42763
razz-team
Banking infrastructure for AI agents: open accounts, issue cards, send SEPA/SWI…
N/A N/A
42764 N/A N/A 95
42765
Semantic API Claim 1
Search and discover any API using natural language. 163+ providers with auto-di…
N/A N/A 69
42766
cdonoyan
shuka Claim
Universal trust attestation for AI agents. Create, verify, and negotiate trust …
N/A N/A 83
42767
jomapps
Enables character management and semantic search for the Auto-Movie application…
81
42768
rudraneel93
mcp-guardian Claim
Security and governance proxy for MCP infrastructure. Enforces YAML-configurabl…
N/A N/A
42769
jmagar
A comprehensive Model Context Protocol server that bridges LLMs with self-hoste…
81
42770
samueldesignsa
Manage restaurant employee scheduling, time-off, tips, and payroll via ShiftZap.
N/A N/A 83
42771
clauxel
Remote MCP for Universal Cart merchant readiness MCP, structured receipts, audi…
42772
CDCStream
captapi Claim
Social media data from YouTube, TikTok, Instagram & Facebook. 62 tools, one API…
42773
lqwdtech
LQWD Gateway Claim
Free Lightning faucet MCP — agents register, get an inbound channel, bootstrap …
42774
smartdatabrokers
Slideforge Claim
Generate consulting-quality PowerPoint slides via AI. Real .pptx files, not web…
81
42775
rschiefer
Enables AI agents to authenticate with websites using a real Chromium browser w…
N/A N/A 95
42776
yellnuts
MCP-Mem0 Claim
A robust server for managing long-term agent memory using Mem0, providing effic…
81
42777
bioanywhere
Enables AI assistants to interact with GitLab projects through natural language…
81
42778
Sladck
Connects WHOOP fitness data to Claude Desktop, enabling natural language querie…
N/A N/A 95
42779
johnanleitner1
7,000+ live bookable slots across 20 suppliers in 28 cities and 15 countries — …
81
42780
UnbearableDev
Hadolint-grade Dockerfile audit — 19 checks: secrets, privileges, supply chain,…
42781
Remote MCP server bridging Motion to Claude
N/A N/A 81
42782
UniRate-API
mcp Claim
Currency conversion and exchange rates for AI. 170+ currencies, historical data…
N/A N/A
42783
axel-belfort
Webhook testing API for AI agents. Send POST/PUT/PATCH/DELETE requests to any e…
81
42784
rlymbur
A Model Context Protocol server that provides tools for accessing and managing …
81
42785
archimedes-market
Discover verified deep-tech engineering bounties from any AI agent.
42786
CSOAI-ORG
git-helper-ai-mcp MCP server by MEOK AI Labs
N/A N/A
42787
jagalliers
appd-mcp Claim
A read-only MCP server for AppDynamics that exposes 12 task-oriented tools to q…
N/A N/A
42788
next-role
Next Role Claim
Next Role allows you to produce professionally tailored CVs/Resumes and Cover l…
81
42789
den-indance
Network topology editor — Claude builds diagrams via MCP. nmap/CSV import, one-…
N/A N/A
42790
nim-lang
MCP server providing symbol navigation, diagnostics, and type resolution for Ni…
N/A N/A
42791
UnbearableDev
Security audit for docker-compose.yml — 25 checks: secrets, privileges, network…
42792
calypso-so
Calypso multimodal RAG for grounded answers from docs, images, charts, and know…
N/A N/A
42793
somoscooper
cooper Claim
Cooper: catálogo, cobertura, razas y turnos del marketplace argentino de cuidad…
42794
happyis
Provides access to The Movie Database (TMDB) API for searching movies, retrievi…
81
42795
julienld
ha-mcp Claim
N/A N/A 95
42796
Aekkaratjerasuk
TaskFlow MCP Claim
A task management Model Context Protocol server that helps break down user requ…
N/A N/A 95
42797
cejor6
MCP server for Kalshi prediction markets: native RSA-PSS auth, rate limiting, d…
N/A N/A
42798
stackpwnies
bible-mcp Claim
Enables AI assistants to look up Bible verses, search across translations, and …
N/A N/A
42799
DotNova
ContextLayer Claim
Intelligent context infrastructure for AI teams: knowledge graph, sessions, tas…
42800
motecloud
# Motecloud Memory MCP Motecloud is durable memory infrastructure for AI agent…
81
Showing 42751–42800 of 46053 servers
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