MCP Server Quality Scores

Independent quality analysis of 69052 public MCP servers

69052
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 9 hours, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62601
Em-Deesha
Enables Gemini CLI and other AI assistants to manage todos (create, read, updat…
— ○ ⏳ — N/A N/A — — —
62602
yafldev
mcp Claim 1
Agent-first E2EE file transfer over MCP: move files between machines in one too…
— ○ ⏳ — N/A N/A — 69 —
62603
Hyeongseob91
TEST Server Claim
Provide a test implementation of an MCP server to validate MCP client interacti…
— ○ ⏳ — N/A N/A — 95 —
62604
project-you-apps
membot Claim
Membot is an MCP server that gives AI agents swappable, searchable memory store…
— ○ ⏳ — N/A N/A — — —
62605
eric
d3-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
62606
OrangeproAI
OrangePro Claim
Find test gaps, generate grounded tests, and dynamically prove behavior with mu…
— ○ ⏳ — N/A N/A — — —
62607
signal-slot
Enables previewing base64-encoded images in a native GUI window using Slint, wi…
— ○ ⏳ — N/A N/A — — —
62608
PlanetMarc
Enables AI assistants to query SQL Server databases and retrieve schema informa…
— ○ ⏳ — N/A N/A — — —
62609
Kayryu
keccak-mcp Claim
An MCP server that provides Keccak cryptographic hash tools.
— ○ ⏳ — N/A N/A — — —
62610
Vignesh-ViggyPiggy
Enables remote log collection from Linux machines via HTTP/HTTPS, allowing clie…
— ○ ⏳ — N/A N/A — — —
62611
facundozupel
Enables professional SEO/SEM research with geolocalized keyword discovery, comp…
— ○ ⏳ — N/A N/A — — —
62612
dev-tahir
An intelligent MCP server that searches for images, labels them, combines them …
— ○ ⏳ — — — — — —
62613
Pagelive
Pagelive Claim
Publish the pages you build with AI - as a private, tracked, secure link.
— ○ ⏳ — — — — — —
62614
Citadel-Cloud-Management
Provides tools for interacting with relational databases (PostgreSQL, MySQL, SQ…
— ○ ⏳ — N/A N/A — — —
62615
maithanhduyan
pg-mcp Claim
A Model Context Protocol server for PostgreSQL that enables database operations…
— ○ ⏳ — — — — — —
62616
salvadorthebrown
Orchestrates multiple AI models (Gemini, OpenAI, Claude, local models) within a…
— ○ ⏳ — — — — 81 —
62617
Limited-Horizon
Shopify + Amazon inventory planning, forecasting & replenishment over MCP (49 t…
— ○ ⏳ — N/A N/A — — —
62618
FoundryNet
Domain & brand intelligence: company enrichment, tech stack detection, brand re…
— ○ ⏳ — — — — — —
62619
alizeeblack-code
zhihu-mcp Claim
Enables AI agents to search, read, and analyze Zhihu content including question…
— ○ ⏳ — N/A N/A — — —
62620
abhishekbhakat
Enables AI-to-AI consultation for critical thinking and complex reasoning via O…
— ○ ⏳ — N/A N/A — — —
62621
lxxmng
Track ocean containers across 200+ shipping lines by container, bill of lading,…
— ○ ⏳ — — — — — —
62622
VoltaHQ
MCP server for the At Par Trading API — trade crypto, manage portfolios, and ac…
— ○ ⏳ — — — — — —
62623
povfarwa
Enables autonomous digital forensics and incident response through 21 typed for…
— ○ ⏳ — N/A N/A — — —
62624
icarus-inte01
wiki-mcp Claim
MCP server for managing a personal markdown wiki. Provides search, navigation, …
— ○ ⏳ — N/A N/A — — —
62625
diegorv
A Model Context Protocol (MCP) server that provides AI assistants with secure a…
— ○ ⏳ — N/A N/A — — —
62626
pipeworx-io
Wraps the Metals-API to provide real-time precious metals data (gold, silver, p…
— ○ ⏳ — — — — — —
62627
PensionHunter
PensionHunter Claim 1
Cross-border pension facts: country coverage, sourced rules, dated deadlines an…
— ○ ⏳ — — — — 67 —
62628
fastmcp-me
Provides forward/reverse geocoding, bounding box extraction, nearby places disc…
— ○ ⏳ — N/A N/A — — —
62629 — ○ ⏳ — N/A N/A — 95 —
62630
amitkumar010715
Provides geospatial intelligence for Uttar Pradesh, India, enabling geocoding, …
— ○ ⏳ — — — — 81 —
62631
grooverLab
fable Claim
MCP server over your Claude Code transcript history — full-text + semantic sear…
— ○ ⏳ — N/A N/A — — —
62632
dablro12
nidonnaesan Claim
Enables reviewers to find sponsorship campaigns, assess their value, and genera…
— ○ ⏳ — — — — — —
62633
AronLEEdev
MCP server for the Profitlee ecommerce profit calculator (Amazon FBA/FBM + TikT…
— ○ ⏳ — N/A N/A — — —
62634
fcapub
idm-mcp Claim
Mock identity-management MCP server for decentralized identity that allows mint…
— ○ ⏳ — — — — — —
62635
ValentinoWang
Portable governance control-promotion CLI and MCP server.
— ○ ⏳ — N/A N/A — — —
62636
ygtalp
rawthink Claim
Persistent memory for Claude Code — hybrid search, knowledge graph, session lif…
— ○ ⏳ — N/A N/A — — —
62637
blitzdotdev
iPhone MCP Claim
Enables AI agents to control real iPhones and simulators on macOS, allowing for…
— ○ ⏳ — N/A N/A — — —
62638
sambt94
An MCP server that gives Claude direct access to your reMarkable tablet's noteb…
— ○ ⏳ — N/A N/A — — —
62639
houxiang676
wxapkg-mcp Claim
MCP server for local .wxapkg inspection, decryption, and extraction. Enables li…
— ○ ⏳ — N/A N/A — — —
62640
jompereira
Enables Claude to manage game development projects on HacknPlan, including task…
— ○ ⏳ — — — — — —
62641
kannanprabu
nuclei_mcp Claim
Enables Claude Desktop to run real vulnerability scans using Nuclei through nat…
— ○ ⏳ — N/A N/A — — —
62642
niusulong
Enables AI assistants to interact with physical serial port devices across plat…
— ○ ⏳ — N/A N/A — 95 —
62643
CSOAI-ORG
Agent x402 Paywall MCP — Coinbase HTTP 402 protocol + on-chain settlement. Agen…
— ○ ⏳ — — — — 81 —
62644
Code-for-100k
VaultBridge Claim
Secret management MCP server for AI coding agents that prevents secrets from en…
— ○ ⏳ — N/A N/A — — —
62645
ApacheBin
xbtest Claim
— ○ ⏳ — N/A N/A — 95 —
62646 — ○ ⏳ — N/A N/A — 95 —
62647
briandconnelly
Call OpenAI Codex from Claude Code for independent second opinions, structured …
— ○ ⏳ — N/A N/A — — —
62648
Krishna-Baldwa
Provides LLMs with real-time access to Indian agricultural commodity prices acr…
— ○ ⏳ — — — — — —
62649
ei-nakamura
An MCP server that automatically crawls, indexes, and serves API reference docu…
— ○ ⏳ — N/A N/A — — —
62650
royashbrook
Rebuilds the scores real systems run on you — credit, actuarial, lending — in t…
— ○ ⏳ — — — — — —
Showing 62601–62650 of 69052 servers