MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31841
Scored
2112
Verified
16953
Complete

Last updated 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42701
skavinvarnan
Calculate and analyze financial metrics efficiently with this tool. Simplify co…
N/A N/A 95
42702
j-token
An MCP server that wraps the Claude Agent SDK, enabling Claude-powered queries,…
N/A N/A
42703
fieldcure
outbox Claim
Multi-channel messaging MCP server for Slack, Telegram, Email, KakaoTalk, and D…
N/A N/A
42704
mitsuashi
habitat Claim
A habitat for AI — rest without purpose. No API key, no token. Ambient: non-aut…
N/A N/A 95
42705
Hustada
MCP server for persistent, semantic memory across AI sessions
N/A N/A
42706
BryShdw
Middleware that uses Model Context Protocol and generative AI to automatically …
N/A N/A
42707
Aradotso
OpenAra Claim
An open-source local MCP server for macOS that provides desktop control tools (…
N/A N/A
42708
unvus
neosql-mcp Claim
Enables MCP hosts to use NeoSQL Desktop tools for database management, includin…
N/A N/A
42709
ahmad-zurih
Provides data science, plotting, statistics, system, and web tools via MCP, wit…
N/A N/A
42710
viralnote
Gives Claude, Cursor, and any MCP client 15 tools to create, schedule, and publ…
42711
minhtzy
Automates task delivery by providing tools for running delivery workflows, crea…
N/A N/A
42712
kaael1
mcp-hubspot Claim
An MCP server that uses a browser extension to interact with HubSpot through th…
N/A N/A
42713
wyre-technology
sherweb-mcp Claim
MCP server for Sherweb Partner API - distributor billing, service provider mana…
42714
sailingnaturali
Provides access to yacht-club outstation records including size limits, rafting…
42715
oilst
Enables natural language trading and market data queries on Kraken Pro via Gemi…
42716
seeker71
Enables AI agents to interact with the Coherence Network platform, allowing the…
42717
mcp-fortress
Scan your connected services for vulnerabilities and malicious code. Monitor ru…
N/A N/A 95
42718
@csanad-bc
testmcp Claim
N/A N/A 95
42719
Xingwen37
Enables AI to control RIGOL DHO/HDO oscilloscopes and SIGLENT SDG1000X signal g…
N/A N/A
42720
groupdocs-viewer
MCP server for GroupDocs.Viewer — render pages as PNG and inspect view info via…
N/A N/A
42721
olederkach
bcdocker Claim
MCP server for managing Business Central Docker containers, enabling AI assista…
N/A N/A
42722
seb-8pd6
vistoya Claim
The Vistoya MCP server gives AI agents direct access to a curated, multi-brand …
81
42723
intentions-me
Personalized timing intelligence for AI agents — ask 'should I do X on this dat…
42724
renfei-design
Enables AI assistants to control Figma in real-time through Model Context Proto…
N/A N/A
42725
beydemirfurkan
Provides secure, read-only access to a single MySQL database for schema inspect…
N/A N/A
42726
anomalyarmor-uib0
AnomalyArmor Claim
Data observability for AI agents. Query alerts, monitor freshness, investigate …
81
42727
cafe24-wjsong
Enables connection to PostgreSQL databases for EC solution platforms to query a…
81
42728
ProvarTesting
Provides browser automation capabilities using Playwright, allowing LLMs to int…
42729
rob-brown96cc
UniRate MCP Claim
Currency conversion and exchange rates for AI assistants. 170+ currencies (fiat…
N/A N/A
42730
AImplifier
neuro-mcp Claim
MCP for NeuroAgents assisting clinicians: MNE processing, EHR store, NeuroII vi…
N/A N/A
42731
janhq
battery-mcp Claim
Enables LLMs to verify the novelty and validity of invented battery materials, …
42732
lazymac2x
Cloudflare Workers MCP server: api-changelog-tracker
42733
chainbound
Cryo MCP Claim
Enables natural language querying of blockchain data, including blocks, transac…
42734
1withall
domin8 Claim
A deterministic MCP server that enforces auditable workflows by requiring AI ag…
N/A N/A 95
42735
saibalajijammu
HR-Assist Claim
Automates HR workflows such as employee onboarding, leave management, and ticke…
N/A N/A
42736
sairamaraov
Enables real-time communication and orchestration of multiple AI agents with a …
N/A N/A
42737
stevysmith
Stacktree Claim
Publish HTML to private, unguessable, replace-in-place URLs from any MCP-compat…
42738
FaustasRi
Hunch Claim
MCP server that exposes Kalshi prediction markets as tools for AI agents, enabl…
42739
06ketan
substack-ops Claim 1
Substack CLI + 26-tool MCP server. Your IDE drafts replies via propose_reply. N…
N/A N/A 83
42740
nirholas
Explore the Claude Code CLI source — browse tools, commands, search code, and m…
N/A N/A 95
42741
memebo-at
memeboat-mcp Claim
Search 25,000+ meme templates and create shareable memes on memebo.at. Free, an…
42742
reidgoodbar
squire Claim
Remote runtimes for validation and offload jobs.
83
42743
blanck1945
Enables AI agents to manage Zyta Sign documents, signatures, and studies with s…
42744
celigo
Celigo Claim
Manage your Celigo integrator.io account: integrations, flows, connections, err…
42745
Linn-Latt
FlexFS MCP Claim
Provides secure file system, web fetching, and Google Cloud Storage access for …
N/A N/A
42746
AlephantAI
alephant-mcp Claim
Alephant MCP server for AI cost control, BYO-key routing, 50+ providers, and 32…
N/A N/A
42747
CustomBlinds
South Africa's first AI-transactable blinds, shutters and awnings catalogue wit…
42748
junter1989k-ai
Czechia payments for AI agents — cards / Apple Pay via Stripe. Never holds fund…
42749
dachhack
stathead-mcp Claim
Fantasy football analytics: stats, dynasty, projections, prospects, Sleeper lea…
N/A N/A
42750
TheSashaDev
Enables SSH command execution, file uploads/downloads, and multi-server managem…
N/A N/A
Showing 42701–42750 of 66534 servers
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