MCP Server Quality Scores

Independent quality analysis of 64186 public MCP servers

64186
Discovered
30372
Scored
2112
Verified
16953
Complete

Last updated 5 hours, 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61701
coff33ninja
Compiles skill definitions and serves them to AI agents via MCP, enabling tools…
61702
AndrewHossam
Rumble MCP Claim
Provides AI assistants with access to TheRumble.app investment research data fo…
61703
dylanottinger
A unified MCP server that connects HubSpot, Clay, Apollo, Slack, and email to e…
N/A N/A
61704
maxaeo
Local-first AI visibility, GEO/AEO, and llms.txt audit MCP server for Claude, C…
N/A N/A
61705
jordan-s648
Real-time Polymarket analytics for AI agents. Query live prediction market data…
81
61706 N/A N/A 95
61707
9KMan
MCP Server Claim
Enables natural-language querying of structured data via Model Context Protocol…
61708
nmhaaa3218
Calculates Vietnamese Tử Vi horoscope charts, generating structured JSON with T…
61709
sydasif
Provides LLMs with real-time web search and content extraction capabilities, in…
61710
asumollo
Enable AI-driven creation and validation of Eagle CAD components by bridging Cl…
N/A N/A 95
61711
Joyall-au
Polish used car market API: valuations, price history, liquidity & regional dat…
N/A N/A
61712
sergeykrin9
Russian-market marketing & ops MCP toolkit. 7 unified servers for Yandex.Direct…
61713
rkpraveendev
A personal AI assistant that connects git history, Gmail, Google Calendar, and …
N/A N/A
61714
CSOAI-ORG
MEOK AI Labs - neural-health-monitor MCP server extracted from SOV3
N/A N/A
61715
MCP-Mirror
Enables AI assistants to interact with Joplin notes through full-text search, r…
N/A N/A 95
61716
danielsimonjr
Enables interaction with Substack publications through natural conversation, al…
81
61717
titilq
lifequo Claim
N/A N/A 95
61718
benbjurstrom
Provides semantic search and keyword search over Obsidian notes, along with dir…
N/A N/A
61719
astrogilda
tsbootstrap Claim
Read-only time-series bootstrap server: diagnose a series and compute confidenc…
N/A N/A
61720
unerr-ai
Unerr Claim
unerr is operational memory—a local runtime behind your agent's MCP enforcing s…
N/A N/A
61721
swesmith-repos
MCP Solver Claim 1
An MCP server that enables Large Language Models to interactively create, edit,…
N/A N/A 95
61722
gifro10
Provides 15 geospatial utility tools for AI agents, covering coordinate transfo…
61723
NAJEMWEHBE
Drive the Unreal Engine 5.7 editor from any MCP client over a local TCP socket …
N/A N/A
61724
New1Direction
Serve a secret to an agent exactly N times from locked RAM, then wipe it and se…
N/A N/A
61725
chrischall
zola-mcp Claim
Zola wedding planning for Claude — vendors, budget, guests, seating, registry, …
N/A N/A
61726
FAR Oracle Claim 1
Search Federal Acquisition Regulations (FAR) for government contracting.
N/A N/A 81
61727
nera0875
ssh-mcp Claim
N/A N/A 95
61728
mcpanalytics
Statistical analysis platform — upload CSV or connect GA4/GSC, run 77+ validate…
81
61729
mgcrea
mcp-postgres Claim
Enables AI agents to query and explore PostgreSQL databases with tools for exec…
61730
askads
MCP server for Yandex Metrica analytics: query web analytics metrics, goals, co…
61731
aitools420
Token-safety for AI agents: rug/honeypot verdict + score across PulseChain, Mon…
N/A N/A
61732
skeeved
wordle-mcp Claim
An MCP server that helps solve Wordle by suggesting words based on feedback and…
N/A N/A
61733
agentzeny
Private agent payments on Solana via ZK proofs: deposit, withdraw, list pools, …
N/A N/A
61734
VibeKit-Bot
VibeKit MCP Claim
MCP server for VibeKit — build, deploy, and manage hosted apps and chat with ea…
61735
xie38388
looply Claim
Looply AI call center MCP Server - manage calls, leads, contacts, and analytics.
N/A N/A 75
61736
askads
Enables querying Yandex Wordstat search statistics, including frequency, relate…
61737
legalfournier
spain-legal Claim
Spain immigration, residency, NIE/TIE, and tax MCP for agents from Legal Fourni…
81
61738
desci-labs
SciWeave Claim
AI research grounded in 300M scientific works — every citation a verifiable DOI.
61739
selic
MCP server for ConnectWise PSA (Manage) enabling ticket management, time entry,…
61740
brian-bfz
Enables querying and retrieving content from webpages by parsing sitemap.xml fi…
81
61741
RCOLKITT
accountingqb Claim
QuickBooks Online for Claude: reports, bookkeeping cleanup, and US & Canadian t…
61742
moorcheh-ai
Enables interaction with Moorcheh AI services including namespace management, d…
61743
Inque-Loic
Enables AI assistants to control the game 'Witch's Apocalyptic Journey' through…
N/A N/A
61744
tanahiro2010
Bridges MCP clients to Chrome pages with WebMCP support, enabling tool discover…
N/A N/A
61745
Kishotta
Connects Claude to the campaign's LegendKeeper wiki, allowing interaction with …
61746
StanleyXisco
TicketAI Claim
Enables AI assistants to analyze IT support tickets, categorize urgency, sugges…
N/A N/A
61747
tcconnally
An encrypted, local-first memory server for AI agents that uses SQLite + FTS5 h…
N/A N/A
61748
yigitkonur
Provide a stateful, session-based calculator server with robust streamable HTTP…
N/A N/A 95
61749
k3-yamada
MCP server for tracking Japanese logistics carriers (Yamato, Sagawa, Japan Post…
61750
goperigon
Provide real-time access to comprehensive news data including articles, stories…
N/A N/A 95
Showing 61701–61750 of 64186 servers