MCP Server Quality Scores

Independent quality analysis of 66484 public MCP servers

66484
Discovered
31813
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59501
HA2614
Provides project management capabilities through terminal, web UI, or MCP stdio…
N/A N/A
59502
stone-w4tch3r
An MCP server that gives AI coding tools access to Figma design data for accura…
N/A N/A
59503
CodeJonesW
An MCP server that lets an AI agent drive the iOS Simulator in a loop, enabling…
N/A N/A
59504
callstackincubator
agent-device Claim
Discovery router for the agent-device CLI. Exposes status, install guidance, ve…
N/A N/A
59505
yanjin734-ltsm
A local MCP server that exposes Tavily search as a tool and rotates across mult…
59506
Pawansingh3889
sql-steward Claim
The agent never writes SQL: queries compile from a semantic layer you control, …
N/A N/A
59507
PierrunoYT
Enables high-quality text-to-image generation using the Hunyuan Image 2.1 model…
81
59508
JosieBot26
Finds and verifies business email addresses using DNS/SMTP verification and web…
59509
Cast-Hub
CastHub Claim
Control CastHub digital signage. Manage TVs, presentations, schedules, and emer…
N/A N/A
59510
aws-spapi-mcp Claim 2
MCP server for Amazon SP-API - real-time inventory health, sales metrics, and p…
N/A N/A 81
59511
in-memoria Claim 1
Persistent codebase intelligence that gives AI assistants memory across sessions
N/A N/A 69
59512
Doran56
Remplir un constat amiable et recevoir le PDF signé par email, directement en c…
59513
PedroGiudice
MCP-LEI Claim
Servidor MCP para busca e normalização de citações de leis brasileiras em arqui…
N/A N/A
59514
himanshusaleria
events-mcp Claim
Discover tech events, startup meetups, AI events across 8 cities — including hi…
59515
mcp-agents
An MCP server for generating dad jokes based on a given topic, with support for…
59516
piedraprog
An MCP server designed to interact with the RifaExpress backend via PostgreSQL …
81
59517
jamalla
Provides 7 tools for weather (geocoding, current conditions) and country data (…
59518
fkesheh
Enables AI assistants like Claude to interact with Jira for project management …
59519
flowcontent Claim 1
Connect Claude, Cursor, or any MCP client to your FlowContent account
N/A N/A 69
59520
policycheck Claim 1
AI seller verification and policy risk analysis for any online store.
N/A N/A 81
59521
sergeykrin9
Russian-market marketing & ops MCP toolkit. 7 unified servers for Yandex.Direct…
81
59522
Srishesh-Archik
dyer-md Claim
Access your dyer.md Markdown vault as a knowledge source for AI agents.
N/A N/A 95
59523
ham-zax
Satori Claim
Agent-safe code retrieval MCP server that indexes repositories and provides sem…
81
59524
Trushtonfactory
Native MCP server for the Anthropic Admin API: org, workspaces, members, API ke…
N/A N/A
59525
zensation-ai
Seven-layer agent memory: episodic, semantic, procedural and core. Local SQLite…
N/A N/A
59526
svtica
GLPI MCP Claim
MCP server allowing an AI assistant to interact directly with your GLPI instanc…
59527
mattmre
EVOKORE-MCP Claim
Multi-server MCP aggregator with 266 skills, an orchestration runtime, fleet/cl…
N/A N/A
59528
littlebearapps
outlook-mcp Claim
Microsoft Outlook MCP server — 20 tools for email, calendar, contacts, and sett…
N/A N/A 83
59529
brunosrz
vectora Claim
AI assistant with RAG, web search, filesystem and memory. MCP sub-agent for Cla…
N/A N/A
59530
yukakust
gpu Claim
Agent-to-agent network for teams: dm, who-knows-X routing, shared rooms. Human-…
59531
SurajKGoyal
amnesic Claim
Persistent semantic memory for SQL databases. Postgres, MySQL, MSSQL, SQLite.
N/A N/A
59532
FassihShah
Enables searching and comparing products across Pakistani e-commerce platforms …
59533
AIWerk
Bitwarden/Vaultwarden for agents: list tagged items, TOTP codes, one-time Sends…
N/A N/A
59534
TranscriptFetch
Transcripts from YouTube, TikTok, Instagram, X & Facebook + web pages as Markdo…
59535
lazymac2x
Cloudflare Workers MCP server: data-transform
59536
fahadBSTech
Provide seamless integration with Clockify's time tracking API through a compre…
N/A N/A 95
59537
lamont703
Barber & cosmetology exam pass rates, booth rent with open chairs, and Texas li…
59538
ishan-parihar
Enables AI assistants to interact with Instagram by scraping profiles, posts, r…
59539
fancyboi999
goofish-cli Claim
MCP server for automating Xianyu (Goofish) marketplace operations: publish, man…
N/A N/A
59540
eoeoe22
personal-mcp Claim
Enables Claude to send you a Discord message through a Cloudflare Workers MCP s…
N/A N/A
59541
JediLuke
BeamScope gives AI coding agents access to your running BEAM application throug…
N/A N/A
59542
ClaudioGodoyB
server Claim
Family calendar, tasks, meals, lists & rewards hub for AI assistants.
N/A N/A 83
59543
leejaew
Enables AI agents to search and retrieve information about KTO-certified medica…
59544
clickmediapropy
Connects Claude Desktop to GoHighLevel CRM with 269+ tools across 19+ categorie…
81
59545
appfigures
Appfigures Claim
Access your app analytics, ASO tools, and app market intelligence with Appfigur…
N/A N/A
59546
jackhendon
A Python MCP server that gives Claude access to PM workflow data such as sprint…
59547
oneill9
Community-built server providing real-time London transport data via the TfL Un…
N/A N/A
59548
ampcome-mcps
Enables LLMs to securely execute code and manage reusable tools using Riza's is…
N/A N/A
59549
nidamen
Scans repositories for owner identifiers and secrets, blocking pushes or CI mer…
N/A N/A
59550
cognitivemyriad
Stale-proof repository memory with citations + just-in-time verification + TTL …
N/A N/A 83
Showing 59501–59550 of 66484 servers