MCP Server Quality Scores

Independent quality analysis of 69224 public MCP servers

69224
Discovered
→
33895
Scored
→
2112
Verified
→
16953
Complete

Last updated 8 hours, 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48201
CSOAI-ORG
Time Tracker Ai tools for AI agents. Capabilities: start timer, stop timer, get…
— ○ ⏳ — N/A N/A — — —
48202
groundlight
Enables natural language interaction with Groundlight to create and manage comp…
— ○ ⏳ — — — — — —
48203
jonesbanana
Connects Claude.ai to your Motion workspace, enabling task and project manageme…
— ○ ⏳ — — — — — —
48204
Gene-Fong
Autotask PSA Claim
Access Kaseya Autotask PSA to search, create, and update companies, contacts, t…
— ○ ⏳ — N/A N/A — 95 —
48205
kebabmane
Provides structured access to OCSF-normalized security data stored in Amazon Se…
— ○ ⏳ — — — — 81 —
48206
vivek081166
Japan-specific utilities for AI agents: era ↔ Western year conversion (令和8年 ↔ 2…
— ○ ⏳ — N/A N/A — — —
48207
telleroutlook
mcp-server Claim
— ○ ⏳ — — — — 81 —
48208
mlger
nakama-mcp Claim
An MCP server that allows Claude and other hosts to interact with a Heroic Labs…
— ○ ⏳ — — — — — —
48209
guymon92
ksp-mcp Claim
Enables searching and browsing products on KSP.co.il, one of Israel's largest e…
— ○ ⏳ — — — — — —
48210
AviadP
Records browser interactions (clicks, DOM mutations, console logs, JS errors) v…
— ○ ⏳ — N/A N/A — — —
48211
sjcripps
BizIntel Claim
Analyze market trends and competitor landscapes to identify strategic growth op…
— ○ ⏳ — — — — 81 —
48212
vanekyj
licensing Claim
MCP-native software license keys for AI-built apps — EARLY ACCESS (waitlist, no…
— ○ ⏳ — — — — — —
48213
ThatDayneGuy
Enables AI assistants to directly interact with Autotask PSA for ticket triage,…
— ○ ⏳ — — — — — —
48214
yychentw
Enables LLMs to accurately convert climbing grades across different rating syst…
— ○ ⏳ — N/A N/A — — —
48215
longevity-genie
addgene-mcp Claim
MCP server for Addgene plasmid repository, enabling AI assistants to search, fi…
— ○ ⏳ — — — — — —
48216
FenrirDWolf
Transforms a single natural language prompt into a synchronized distribution of…
— ○ ⏳ — — — — — —
48217
Faresabdelghany
Enables comprehensive GitHub project management with 20 tools for issue trackin…
— ○ ⏳ — — — — 81 —
48218
AIops-tools
Queue AIops Claim
Governed redis + rabbitmq ops: memory/latency/backlog/churn RCA, policies. 28 t…
— ○ ⏳ — N/A N/A — — —
48219
luizrodrigues034
mcp-sing Claim
Enables reproduction of identical handwritten signatures on a NextDraw 8511 pen…
— ○ ⏳ — N/A N/A — — —
48220
dytavan
Enables interaction with the Tailscale API to manage devices, ACLs, keys, and D…
— ○ ⏳ — — — — 81 —
48221
dmclain
uv-mcp Claim
Enables LLMs to manage Python environments and dependencies via uv, supporting …
— ○ ⏳ — N/A N/A — — —
48222
dataxplan-mcp Claim 1
Read PostgreSQL EXPLAIN plans for AI agents: bottlenecks, estimation errors, fi…
— ○ — N/A N/A — 81 —
48223
yasuhidekoizumi-afk
rms-mcp Claim
Enables retrieval of Rakuten RMS sales data, including daily summaries, product…
— ○ ⏳ — — — — — —
48224
mcpwright
fred-mcp Claim
Enables AI agents to search and retrieve FRED economic time series, including v…
— ○ ⏳ — N/A N/A — — —
48225
Zeus-Deus
omarchy-mcp Claim
Enables semantic search over Omarchy, Arch Linux, and Hyprland documentation, a…
— ○ ⏳ — N/A N/A — — —
48226
Agentline Claim 1
Phone numbers, SMS, 2FA capture, voice calls, and email for AI agents.
— ○ — N/A N/A — 69 —
48227
damupi
This MCP server provides LLMs with programmatic access to Google Search Console…
— ○ ⏳ — — — — — —
48228
Srajangpt1
A lightweight MCP server for security reviews that injects security requirement…
— ○ ⏳ — — — — — —
48229
lithtrix
Identity, memory, trust, and swarm primitives for AI agents. MIRC base always f…
— ○ ⏳ — N/A N/A — — —
48230
geraservicesuk
EU AI Act and GDPR compliance: checks, audits, generate policies.
— ○ ⏳ — N/A N/A — 95 —
48231
Nodeblue-AI
Connects Ignition SCADA and Studio 5000 PLC to correlate tags end-to-end, trace…
— ○ ⏳ — N/A N/A — — —
48232
standardbeagle
image-mcp Claim
Provides 80+ image processing tools including AI generation, background removal…
— ○ ⏳ — — — — — —
48233
lingeswaranTW
bahmni-mcp Claim
MCP server that exposes the OpenMRS/Bahmni REST API as tools for Claude to inte…
— ○ ⏳ — — — — — —
48234
olamide226
Private MCP server for managing Gmail, custom IMAP/SMTP email, Slack notificati…
— ○ ⏳ — N/A N/A — — —
48235
moyohussein
Enables AI models to interact with YouTube content through 18 MCP tools for vid…
— ○ ⏳ — — — — — —
48236
atharvpatwardhan
Enables natural language-powered ETL workflows using Airflow, AWS Glue, Athena,…
— ○ ⏳ — — — — — —
48237
pipeworx-io
mcp-hibp Claim
Enables users to query Have I Been Pwned data classes and check breaches via Pi…
— ○ ⏳ — — — — — —
48238
pipinho13
A beginner-friendly MCP server for managing personal notes. Enables Claude to c…
— ○ ⏳ — N/A N/A — — —
48239
AhmadTheTech
Enables AI agents to manage WordPress sites through the WordPress REST API, sup…
— ○ ⏳ — — — — — —
48240
hamada-minoro
A centralized MCP server for internal technical documentation that integrates w…
— ○ ⏳ — N/A N/A — — —
48241
Koradji77
heropen Claim
A local memory server for AI agents that stores and retrieves information via M…
— ○ ⏳ — N/A N/A — — —
48242
Lumeo-sd
Enables managing OpenSprinkler irrigation controllers via Claude Desktop, inclu…
— ○ ⏳ — — — — — —
48243
tomjwxf
Offline receipt verifier. Ed25519 signature verification without contacting any…
— ○ ⏳ — N/A N/A — 95 —
48244
DELIGHT-LABS
Non-custodial EVM wallet bridge over WalletConnect: balances, signing, transact…
— ○ ⏳ — N/A N/A — 95 —
48245
runapi-ai
z-image-mcp Claim
Enables text-to-image generation using Z Image models via RunAPI, with task man…
— ○ ⏳ — — — — — —
48246
Prototypr
Search the Feedbagel RSS catalog, follow feeds, and route new entries to webhoo…
— ○ ⏳ — — — — — —
48247
Cuneiform-LLC
clearlist Claim
AI resale manager. Photograph an item, AI writes the listing, publish a sale pa…
— ○ ⏳ — — — — — —
48248
marketing-6nqf
Furgonetka MCP Server to narzędzie, które łączy Twojego asystenta AI (np. Claud…
— ○ ⏳ — — — — 81 —
48249
NishikantaRay
AI-powered assistant for the Renderer portfolio framework. Enables users to exp…
— ○ ⏳ — — — — — —
48250
cyanheads
Search LOC digital collections, Chronicling America newspapers (full OCR), and …
— ○ ⏳ — N/A N/A — — —
Showing 48201–48250 of 69224 servers
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