MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56551
BoomBidiBuyBuy
Enables interaction with the Tuskr test management API through MCP, supporting …
56552
badchars
An MCP server that enables AI agents to perform comprehensive GitHub security a…
56553
lmdrew96
MCP server for ChaosLimba — provides read-only access to the Romanian language …
N/A N/A
56554
LemonSqueezy MCP server for managing your store from AI assistants
N/A N/A 81
56555
velum-labs
Alma Atlas Claim
Enables AI agents to query live schema, lineage, and query-context across data …
N/A N/A
56556
clauxel
A paid remote MCP for ZeroID, built to return verdicts, receipts, usage logs, a…
56557
akram-side-projects
Notebook MCP Claim
Provides AI assistants with deep semantic and runtime understanding of Jupyter …
N/A N/A
56558
TetiAI
pixserp Claim
Live AI-native web search with citations. One tool for every MCP client. Flat p…
56559
fredriksknese
Comprehensive MCP server for Proxmox VE with 68 tools and 4 resources covering …
56560
juSt-jeLLy
MCP server for Zama's fhEVM that provides tools to scaffold, compile, deploy, t…
56561
teknoflame
Enables AI models to interact with a Mastodon account, including viewing the ho…
56562
u-daveblack
MCP server that exposes GuruFocus financial data to AI assistants via 50+ tools…
56563
CTlanston
A local TypeScript MCP server for macOS that connects to Chrome via CDP to sear…
N/A N/A
56564
pasie15
Integrates with the Neptime.io video platform, providing 39 tools for video man…
56565
fkesheh
Manages a Neo4j knowledge graph of reusable Python functions, documentation, an…
N/A N/A
56566
Particle-Academy
A dev-time MCP server that lets coding agents read documentation directly from …
N/A N/A
56567
brunoflma
Self-hosted MCP connector for querying Brazilian legal jurisprudence via Jurisp…
56568
mohamedhafez87
Provides tools to view operational state and change configuration of Nokia SR O…
56569
KekwanuLabs
Model Context Protocol server for Syncline - AI-powered meeting scheduling (Pyt…
N/A N/A 83
56570
Vt01nft
Enables AI agents to make gasless payments on Pharos blockchain using x402/EIP-…
56571
RubenReyesss
Extends Claude Desktop with custom tools for file management, system operations…
N/A N/A 95
56572
geraservicesuk
GeraSkills MCP — search and install robot capability packs on behalf of an oper…
N/A N/A 83
56573
jnilrac
Paid MCP web research for agents: search, extraction, citations, and x402 payme…
56574
elchika-inc
Enables Claude Code to query a TypeScript dependency graph and retrieve the min…
N/A N/A
56575
flightdb
FlightDB Claim
FlightDB aggregates flight data from ADS-B Exchange, one of the largest unfilte…
56576
UseAgents
UseAgents Claim
Discover developer tools, then fetch tool-specific implementation context befor…
81
56577
alona-iaig
Enables AI agents to create and manage collaborative whiteboards with sticky no…
56578 N/A N/A 95
56579
pluglayer
Enables deploying and managing infrastructure via natural language, including p…
56580
lychee20000105
A Chinese-friendly, locally running MCP server for WeChat Mini Program engineer…
N/A N/A
56581
iceener
Enables AI image generation and editing using Replicate's official models like …
56582
jelle
The Cirra AI MCP server provides comprehensive Salesforce administration and da…
81
56583
xxyyue
Headless MCP server for IDA Pro enabling on-demand database loading and program…
N/A N/A
56584
harryhazza77
aws-safe-mcp Claim
A read-only MCP server for safe, structured investigation of AWS serverless res…
N/A N/A
56585
GHGuide
Settled Claim
Enables AI agents to query a team's decision ledger to check if past decisions …
56586
povfarwa
Enables autonomous digital forensics and incident response through 21 typed for…
N/A N/A
56587
miltonhit
Enables AI agents to query TibiaWiki data including creatures, items, NPCs, que…
N/A N/A
56588
TechVest-Global
Enables AI-powered email management through Gmail, including search, send, draf…
N/A N/A
56589
atfinke
Unofficial MCP server for Eight Sleep, reverse-engineered from observed mobile …
N/A N/A
56590
swseo92
outlook-mcp Claim
N/A N/A 95
56591
easyweek-fvmn
EasyWeek Claim
EasyWeek is an all-in-one booking and business management platform for salons, …
N/A N/A 95
56592
menorhge3556
Provides real-time and historical cryptocurrency market data using ccxt, enabli…
56593
schplitt
mc8yp Claim
An MCP server that gives AI agents access to the full Cumulocity API surface th…
56594
maikmetzger
Provides a wide range of tools including math, image processing, filesystem, gi…
N/A N/A
56595
axel-belfort
NFT collection analytics API for AI agents. Floor price, 24h volume, total supp…
81
56596
valda
Search X (formerly Twitter) in real-time from your AI assistant using xAI's Gro…
56597
AI-Maker-Space
mcp-server Claim
Web search MCP server using Tavily API, enabling natural language queries to se…
N/A N/A
56598
yuanlang12
MCP server integrating ClassIn API to let AI assistants manage users, courses, …
N/A N/A
56599
fangfuzha
article-mcp Claim
Enables multi-source literature search, full-text retrieval, reference analysis…
56600
iagomussel
Processes large files, error logs, and codebase searches locally via Ollama to …
N/A N/A
Showing 56551–56600 of 56925 servers