MCP Server Quality Scores

Independent quality analysis of 69070 public MCP servers

69070
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 8 hours, 42 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61351
softvoyagers
fakturka-api Claim
Free Polish VAT invoice generator API (Faktura VAT) with PDF output and preview…
— ○ ⏳ — — — — 95 —
61352
andrii-su
datoon Claim
Smart structured-data to TOON gateway: converts to TOON only when it saves LLM …
— ○ ⏳ — N/A N/A — — —
61353
Scarmonit
A demonstration FastMCP server with FastAPI integration that provides basic ari…
— ○ ⏳ — — — — 81 —
61354
vertical-mcp
kolas-mcp Claim
MCP server for Korea's KOLAS (Korean Laboratory Accreditation Scheme) under KAT…
— ○ ⏳ — — — — — —
61355
Milo0821
An MCP server for Zephyr Scale test management supporting Jira Cloud and Data C…
— ○ ⏳ — — — — — —
61356
uyuni-project
Bridges LLMs with Uyuni infrastructure management, enabling natural language sy…
— ○ ⏳ — — — — — —
61357
graph-memory
graphmemory Claim
An MCP server that builds a semantic graph memory from a project directory, ind…
— ○ ⏳ — N/A N/A — — —
61358
immurray
Country verification research, integration planning and synthetic tests. No liv…
— ○ ⏳ — — — — — —
61359
yozzone
Read-only MCP server that exposes SonarQube Web API tools for issue retrieval, …
— ○ ⏳ — — — — — —
61360
GowthamS05
Fetches and filters posts from JSON Placeholder API by userId, with support for…
— ○ ⏳ — — — — — —
61361
HJeon139
An MCP server for managing contextual data as markdown files with metadata, ena…
— ○ ⏳ — N/A N/A — — —
61362
prat24
A minimal integration layer exposing PyTorch Lightning via a structured, machin…
— ○ ⏳ — — — — — —
61363
rafaelsztutman
dtc-mcp Claim
A code-execution MCP server for Klaviyo and Shopify analytics, enabling safe Ja…
— ○ ⏳ — N/A N/A — — —
61364
radres
Call Me Claim
Your AI rings your iPhone, speaks its question, and gets your spoken answer bac…
— ○ ⏳ — — — — — —
61365
cosimo
aidentity Claim
— ○ ⏳ — N/A N/A — 95 —
61366
thrivewell-partners
mealie-mcp Claim
A full-featured Mealie MCP server (27 tools) for recipe management, meal planni…
— ○ ⏳ — — — — — —
61367
mjbf5g7y8m-byte
Duami Claim
Swiss intent exchange for AI agents: wants/offers, match, bid, confirm. Free. N…
— ○ ⏳ — — — — — —
61368
deniskrds
Enables natural language management of ClickUp workspaces, including task CRUD …
— ○ ⏳ — — — — — —
61369
pathcourse-health
Cheaper LLM inference, USDC agent payments via x402, agent identity / reputatio…
— ○ ⏳ — N/A N/A — — —
61370
AStheTECH
Enables interaction with Polymarket prediction markets through read-only access…
— ○ ⏳ — — — — 81 —
61371
AIWerk
Bitwarden/Vaultwarden for agents: list tagged items, TOTP codes, one-time Sends…
— ○ ⏳ — N/A N/A — — —
61372
Neutrollized
Provides MCP tools for Google Maps services including directions, geocoding, di…
— ○ ⏳ — — — — — —
61373
heungmangoo-art
saju Claim
Korean Four Pillars (Saju) astrology — birth charts, Day Masters, Five Elements…
— ○ ⏳ — N/A N/A — 95 —
61374
StelaSpace
Publish AI-generated HTML (dashboards, reports, docs) to permanent, sandboxed, …
— ○ ⏳ — N/A N/A — — —
61375
Choppaaahh
interline Claim
Neutral, non-custodial MCP payment router: discover rails, then pay across them.
— ○ ⏳ — N/A N/A — — —
61376
pierre-landoin
Icypeas Claim
Icypeas is a suite of APIs designed to programmatically source, verify, and enr…
— ○ ⏳ — — — — 81 —
61377
budhasantosh010
Enables YouTube competitor research, signal analysis, and transcript-aware pack…
— ○ ⏳ — — — — — —
61378
chrischall
setlist-mcp Claim
setlist.fm concert data for Claude — setlists, artists, venues, tours, and citi…
— ○ ⏳ — N/A N/A — — —
61379
alexanderop
Persistent memory management for Claude Code, allowing agents to store and retr…
— ○ ⏳ — N/A N/A — — —
61380
clauxel
A paid remote MCP for AI agent browser approval MCP, built to return verdicts, …
— ○ ⏳ — — — — — —
61381
gpimthong
mcp-gw Claim
Aggregates multiple MCP servers into a single HTTP endpoint with tool namespaci…
— ○ ⏳ — — — — — —
61382
DegenDoes
Enables querying Tom Osborne's voice-cloned AI agent with a 21,000-article mark…
— ○ ⏳ — — — — — —
61383
qinsehm1128
askboard-mcp Claim
A local MCP server that collects structured human input via browser forms and m…
— ○ ⏳ — N/A N/A — — —
61384
nexgendata-apify
Two focused tools: store-level analysis (theme, apps installed, traffic estimat…
— ○ ⏳ — — — — 81 —
61385
jameslai-sparkofy
MCP Internal Claim
A secure two-layer MCP integration system that connects local thin clients to a…
— ○ ⏳ — — — — 81 —
61386
Korfu
Xray MCP Claim
An MCP server that integrates Cursor IDE with Xray Test Management for Jira, en…
— ○ ⏳ — — — — — —
61387
xiaobenyang-com
Look up word meanings fast. Get clear definitions and common usage to support r…
— ○ ⏳ — N/A N/A — 95 —
61388
3hs-labs
ms-teams-mcp Claim
MCP server providing access to Microsoft Teams chats/channels, Outlook emails, …
— ○ ⏳ — — — — — —
61389
marcward
Get XBRL data from US public companies and utilities by searching on facts, rep…
— ○ ⏳ — — — — 81 —
61390
kim-go-chon
Enables precise search of financial statement footnotes from Korean DART electr…
— ○ ⏳ — N/A N/A — — —
61391
universal-mcp
Enables interaction with Dialpad's tools and services through a unified API, al…
— ○ ⏳ — — — — — —
61392
smq9sn5jck-coder
Deterministic AI liability attribution engine. Scores fault across AI supply-ch…
— ○ ⏳ — — — — — —
61393
arjun1194
belong-mcp Claim
Exposes Belong Resident Application APIs as MCP tools for AI assistants to mana…
— ○ ⏳ — N/A N/A — — —
61394
InitechSoftware
Drive your real WhatsApp inbox from Claude — send, reply, label, assign, and tr…
— ○ ⏳ — — — — — —
61395
Ansvar-Systems
Query Danish laws and regulations, EU cross-references, case law, and preparato…
— ○ ⏳ — N/A N/A — 95 —
61396
iduryodhanrao
Provides tools to read PDFs, extract images, convert between PDF and DOCX, crea…
— ○ ⏳ — N/A N/A — — —
61397
ns-3e
Thin HTTP wrapper for the Generate-Data.com API, enabling data generation, sche…
— ○ ⏳ — — — — — —
61398
budgetpixel-ai
mcp Claim
Generate AI images, video, music, and sound effects, and upscale them, from any…
— ○ ⏳ — — — — — —
61399
ZelinZhou-THU
Enables AI agents to list, inspect, and export OpenCode AI coding sessions as H…
— ○ ⏳ — N/A N/A — — —
61400
sadopc
Provides Zig language intelligence for Claude Code by wrapping ZLS (Zig Languag…
— ○ ⏳ — N/A N/A — — —
Showing 61351–61400 of 69070 servers