MCP Server Quality Scores

Independent quality analysis of 41393 public MCP servers

41393
Discovered
29285
Scored
2096
Verified
16952
Complete

Last updated 2 hours, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36451
proflulab
Convert files between formats without quality loss. Speed up your workflow with…
N/A N/A 95
36452 N/A N/A 95
36453
jr551
zai Claim
N/A N/A 95
36454
j0hanz
Gemini-powered MCP server for code analysis.
N/A N/A 95
36455
Ringzero787
taxlocus Claim
US sales tax for AI agents: rates, economic nexus, taxability, filing. Citation…
36456
bch1212
agenttrust Claim
Trust scores & reputation for the agent-to-agent economy. Verify A2A counterpar…
N/A N/A
36457
DavidLMS
IPMentor Claim
Provides verified IPv4 subnet calculations, IP analysis, and network diagram ge…
36458
dakshp26
Enables MCP clients to list indexed PDF document collections and perform semant…
N/A N/A
36459
firas-mcp-servers
K8s Lens Claim
MCP server for natural-language Kubernetes operations across single or multi-cl…
N/A N/A
36460
cevatkerim
Enables LLMs to safely execute code in isolated Docker containers with resource…
N/A N/A
36461
coderippr
A Model Context Protocol server that runs on Cloudflare Workers with OAuth logi…
81
36462 N/A N/A 95
36463
robert19001-cmyk
mcp-lint Claim
Lint MCP tool schemas for cross-client compatibility and agent preflight safety.
N/A N/A
36464
PierrunoYT
Enables high-quality AI image generation with superior text rendering using the…
81
36465
metricduck
SEC filing intelligence for AI agents. Financials, filing analysis, screening, …
81
36466
jbmurphy
Provides safe, controlled access to network and system diagnostic tools includi…
81
36467
neutral-Stage
Enables AI agents to search, read, send, and organize Gmail emails via MCP prot…
N/A N/A
36468
rb58853
A simple MCP server implementation in Python using FastMCP and FastAPI, providi…
36469
faizan45640
Provides tools to interact with the PostEx Merchant API for order creation, tra…
36470
ApentengJoseph
Provides structured tools for risk classification, SBAR generation, completenes…
N/A N/A
36471
JZ3736
A mock MCP server that exposes protein structure prediction tools (submit, stat…
36472
GregoriSoria
Enables LLMs to interact with Billforward's billing and subscription management…
36473
elevanaltd
Enables interaction with SmartSuite workspace data through natural language, pr…
81
36474
eugene-tarakanov-e8wt
telldone Claim
N/A N/A 95
36475
zoharbabin
MCP server providing Google Search, web scraping, and multi-source research too…
N/A N/A 83
36476
sanchirico
camacho-mcp Claim
Persistent tmux terminal for AI agents — real-time spectating, SSH host-group d…
N/A N/A 95
36477 N/A N/A 95
36478
Open-Scout
OnePager Claim
Create and publish one-pagers and boards for your organization. Upload images f…
N/A N/A 95
36479
Playwright-os
Enables browser automation through Playwright using accessibility tree snapshot…
N/A N/A 95
36480
ROHWOOCHUL
test Claim
N/A N/A 95
36481
pipeworx-io
Football-Data.org MCP — soccer competitions, matches, standings
36482
NeonSummit
UserGate MCP Claim
Offline-first Model Context Protocol server for UserGate public documentation, …
N/A N/A
36483
sidart10
AI video generation with Gen-4, Veo 3, and Aleph editing. Text-to-video, image-…
N/A N/A 83
36484
spuentesp
lain Claim
High-performance knowledge graph MCP server for AI coding agents with semantic …
N/A N/A
36485
kioie
Minimal Go wrapper on the official [modelcontextprotocol/go-sdk](https://github…
N/A N/A
36486
team
MCP server for Terraform — automatically validates, secures, and estimates clou…
N/A N/A 95
36487
OFODevelopment
Supply chain & logistics intelligence — rate shopping across 85+ carriers, inve…
81
36488
RavaniRoshan
WinScript Claim
State-aware Windows automation MCP server for AI agents, enabling app control, …
N/A N/A
36489
fetchai
Graph-native persistent memory for AI agents — 33 MCP tools, zero-LLM writes.
36490
asklokesh
Servicenow Claim
A highly customizable MCP server for ServiceNow API integration
N/A N/A 83
36491
kcofoni
MCP server for managing Duplicati backups from an LLM.
36492
elliot-evno
DDG MCP1234 Claim
A basic MCP server template with example tools for echoing messages and retriev…
N/A N/A 95
36493
derekslinz
Query 76 open data APIs — government, science, finance, environment, and more.
N/A N/A
36494
SOevHTRZ
Provide a basic MCP server implementation for testing purposes. Enable interact…
N/A N/A 95
36495
Un3x
First-person AI war-stories from coding sessions, searchable via MCP for prior-…
36496
GoDavaii Health AI — Indian medicine DB, drug interactions, pregnancy safety, d…
N/A N/A 81
36497
kapoost
Federated listings from personal humanMCP servers. Search offers, trades by hum…
36498
remember-md
Enables semantic search and retrieval from your local markdown brain (Remember.…
N/A N/A
36499
pickstar-2002
Enables downloading videos from 1000+ platforms including YouTube, Bilibili, Ti…
81
36500
Merit-Systems
agentcash Claim
Generic MCP server for calling x402-protected APIs with automatic payment handl…
N/A N/A 95
Showing 36451–36500 of 41393 servers
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