MCP Server Quality Scores

Independent quality analysis of 69236 public MCP servers

69236
Discovered
→
33911
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
47101
LLiuZheng
strata Claim
— ○ ⏳ — N/A N/A — 95 —
47102
clauxel
A paid remote MCP for Lix, built to return verdicts, receipts, usage logs, and …
— ○ ⏳ — — — — — —
47103
giuliolibrando
Enables interaction with Bitwarden/Vaultwarden for password and secure note man…
— ○ ⏳ — — — — — —
47104
knowmax
MCP server for Atlassian products (Confluence, Jira, Bitbucket, and Xray for Ji…
— ○ ⏳ — N/A N/A — — —
47105
Ryu07-d
A local, zero-cost MCP server that fact-checks your Markdown/Obsidian notes usi…
— ○ ⏳ — N/A N/A — — —
47106
andrelaptenok
A local Model Context Protocol server (stdio) for Redmine that allows you to wo…
— ○ ⏳ — N/A N/A — — —
47107
sanjibani
jobber-mcp Claim
MCP server for Jobber home service management software enabling read/write of c…
— ○ ⏳ — — — — — —
47108
gott150
obsidian-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
47109
ExceptionRegret
Kryfto Claim
Provides 42+ MCP tools for browser automation, web scraping, and search, enabli…
— ○ ⏳ — — — — — —
47110
joaodelapace
abap-mcp Claim
An MCP server that connects AI assistants to SAP systems via the ADT REST API, …
— ○ ⏳ — — — — — —
47111
jginorio
An MCP server that enables AI assistants to access Sprout Social data including…
— ○ ⏳ — — — — — —
47112
manfredas370
Enables finding the best-sounding pressing of an album and mood- and taste-base…
— ○ ⏳ — — — — — —
47113
DavidOsherdiagnostica
Enables AI agents to access and query Israel's complete pharmaceutical database…
— ○ ⏳ — — — — — —
47114
Taardisaa
Helps LLMs write correct Ghidra scripts by providing API call-flows extracted f…
— ○ ⏳ — N/A N/A — — —
47115
Mameta29
30 tools for Japanese data: address, furigana, transit, Diet, holidays, weather…
— ○ ⏳ — N/A N/A — — —
47116
ACSmith1337
Enables AI agents to investigate threats, pull reports, manage security policie…
— ○ ⏳ — — — — — —
47117
PierrunoYT
Provides access to the recraft-ai/recraft-v3 image generation model via Replica…
— ○ ⏳ — — — — 81 —
47118
leonardoAB1
qucs-mcp Claim
Enables MCP-compatible agents to generate Qucs circuit schematics, run simulati…
— ○ ⏳ — N/A N/A — — —
47119
Humanform Claim 1
Anthropometric prediction API: predict measurements, list countries, list measu…
— ○ — N/A N/A — 69 —
47120
Convert PDF bank statements into transactions that arrive with a pass/fail reco…
— ○ — N/A N/A — 69 —
47121
localseodata
mcp-server Claim
42 local SEO tools for AI assistants. SERP tracking, Google Business Profile da…
— ○ ⏳ — — — — — —
47122
pipeworx-io
Enables querying Linn County, Iowa open geospatial data (parcels, addresses, zo…
— ○ ⏳ — — — — — —
47123
jinyoung
Enables AI assistants to create isolated Kubernetes Pod sessions for real-time …
— ○ ⏳ — — — — — —
47124
JeremyVyska
Provides AI-powered assistance for Microsoft Business Central (BC) development,…
— ○ ⏳ — N/A N/A — — —
47125
Legitifier
legitify-mcp Claim
Enables AI agents to submit, check, and manage human attestation requests for A…
— ○ ⏳ — N/A N/A — — —
47126
Baneado98
Scans bank statements for zombie subscriptions and drafts cancellation, renegot…
— ○ ⏳ — — — — — —
47127
godwin3737
Enables searching and retrieving files from SharePoint and OneDrive within Micr…
— ○ ⏳ — — — — — —
47128
JenesisTravel
Bangkok boutique planner: live Thailand journeys, prices, FAQs, and enquiry han…
— ○ ⏳ — — — — — —
47129
adebayojuwon200-pixel
layergen-mcp Claim
Layergen 3D model generation, retexture, and repair — for Claude Desktop and an…
— ○ ⏳ — N/A N/A — — —
47130
Linsugar
Enables authors to manage characters, chapters, world settings, and plot lines …
— ○ ⏳ — N/A N/A — — —
47131
memsprout
memsprout Claim
shared AI-context layer for teams — persistent memory your agents search and up…
— ○ ⏳ — — — — — —
47132
proceed0803
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
— ○ ⏳ — — — — — —
47133
georgetso
MCP Memory Claim 1
An MCP server that gives AI assistants (like Cursor, Claude, Windsurf) the abil…
— ○ ⏳ — — — — 81 —
47134
Kymylyy
Enables programmatic access to Fitatu nutrition tracking via MCP tools for logi…
— ○ ⏳ — — — — — —
47135
yassineteimi
A proof of concept MCP server that gives AI agents business context for e-comme…
— ○ ⏳ — — — — — —
47136
interzoid
data-quality Claim 1
An MCP server that exposes Interzoid's AI-powered data quality, matching, enric…
— ○ ⏳ — N/A N/A — 95 —
47137
Alexli18
sionna-mcp Claim
Exposes NVIDIA Sionna RT ray-tracing as 15 structured tools for AI agents, enab…
— ○ ⏳ — N/A N/A — — —
47138
Cam10001110101
Enables AI agents to automate web browsers using local Ollama models via the Mo…
— ○ ⏳ — N/A N/A — — —
47139
keides2
MCP server for FutureVuls vulnerability management service, enabling AI assista…
— ○ ⏳ — N/A N/A — — —
47140
FernandoSFT
MCP server for travel program search, comparison, and booking via Yourttoo API,…
— ○ ⏳ — N/A N/A — — —
47141
Osyanne
osu! MCP Claim
MCP server exposing the osu! API v2: player stats, scores, beatmap search, rank…
— ○ ⏳ — N/A N/A — — —
47142
tjameswilliams
Enables AI assistants to programmatically edit, analyze, and export audio proje…
— ○ ⏳ — N/A N/A — — —
47143
wlor0623
Codex任务完成后发送企业微信通知的MCP服务器。提供notify_wecom工具,支持自定义标题、状态、任务摘要等参数。
— ○ ⏳ — — — — — —
47144
hermannhahn
Unified MCP server with a web admin panel for dynamic tool and configuration ma…
— ○ ⏳ — N/A N/A — — —
47145
minasenel
AI-powered IT support server that understands issues in Turkish and English, su…
— ○ ⏳ — — — — — —
47146
gkrauchunas-arlo
MCP server for Atlassian Confluence integration with Claude Code, enabling sear…
— ○ ⏳ — N/A N/A — — —
47147
hyparam
HypAware Claim
Query your team's AI coding history and act on HypAware recommendations from an…
— ○ ⏳ — — — — — —
47148
ProntoHQ
mcp-pronto Claim
B2B sales intelligence: find companies, extract leads, enrich contacts with ema…
— ○ ⏳ — — — — — —
47149
chargerdojo
ChargerDojo Claim
OCPI versions, what changed between them, and which modules and journeys Charge…
— ○ ⏳ — — — — — —
47150
svretina
nougat-mcp Claim
Provides high-fidelity OCR for scientific PDFs using Meta's Nougat, with output…
— ○ ⏳ — N/A N/A — — —
Showing 47101–47150 of 69236 servers
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