MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29777
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56801
u-daveblack
MCP server that exposes GuruFocus financial data to AI assistants via 50+ tools…
56802
CTlanston
A local TypeScript MCP server for macOS that connects to Chrome via CDP to sear…
N/A N/A
56803
pasie15
Integrates with the Neptime.io video platform, providing 39 tools for video man…
56804
fkesheh
Manages a Neo4j knowledge graph of reusable Python functions, documentation, an…
N/A N/A
56805
Particle-Academy
A dev-time MCP server that lets coding agents read documentation directly from …
N/A N/A
56806
brunoflma
Self-hosted MCP connector for querying Brazilian legal jurisprudence via Jurisp…
56807
mohamedhafez87
Provides tools to view operational state and change configuration of Nokia SR O…
56808
KekwanuLabs
Model Context Protocol server for Syncline - AI-powered meeting scheduling (Pyt…
N/A N/A 83
56809
Vt01nft
Enables AI agents to make gasless payments on Pharos blockchain using x402/EIP-…
56810
RubenReyesss
Extends Claude Desktop with custom tools for file management, system operations…
N/A N/A 95
56811
geraservicesuk
GeraSkills MCP — search and install robot capability packs on behalf of an oper…
N/A N/A 83
56812
jnilrac
Paid MCP web research for agents: search, extraction, citations, and x402 payme…
56813
elchika-inc
Enables Claude Code to query a TypeScript dependency graph and retrieve the min…
N/A N/A
56814
flightdb
FlightDB Claim
FlightDB aggregates flight data from ADS-B Exchange, one of the largest unfilte…
56815
UseAgents
UseAgents Claim
Discover developer tools, then fetch tool-specific implementation context befor…
81
56816
alona-iaig
Enables AI agents to create and manage collaborative whiteboards with sticky no…
56817 N/A N/A 95
56818
pluglayer
Enables deploying and managing infrastructure via natural language, including p…
56819
lychee20000105
A Chinese-friendly, locally running MCP server for WeChat Mini Program engineer…
N/A N/A
56820
iceener
Enables AI image generation and editing using Replicate's official models like …
56821
jelle
The Cirra AI MCP server provides comprehensive Salesforce administration and da…
81
56822
xxyyue
Headless MCP server for IDA Pro enabling on-demand database loading and program…
N/A N/A
56823
harryhazza77
aws-safe-mcp Claim
A read-only MCP server for safe, structured investigation of AWS serverless res…
N/A N/A
56824
GHGuide
Settled Claim
Enables AI agents to query a team's decision ledger to check if past decisions …
56825
povfarwa
Enables autonomous digital forensics and incident response through 21 typed for…
N/A N/A
56826
miltonhit
Enables AI agents to query TibiaWiki data including creatures, items, NPCs, que…
N/A N/A
56827
TechVest-Global
Enables AI-powered email management through Gmail, including search, send, draf…
N/A N/A
56828
atfinke
Unofficial MCP server for Eight Sleep, reverse-engineered from observed mobile …
N/A N/A
56829
swseo92
outlook-mcp Claim
N/A N/A 95
56830
easyweek-fvmn
EasyWeek Claim
EasyWeek is an all-in-one booking and business management platform for salons, …
N/A N/A 95
56831
menorhge3556
Provides real-time and historical cryptocurrency market data using ccxt, enabli…
56832
schplitt
mc8yp Claim
An MCP server that gives AI agents access to the full Cumulocity API surface th…
56833
maikmetzger
Provides a wide range of tools including math, image processing, filesystem, gi…
N/A N/A
56834
axel-belfort
NFT collection analytics API for AI agents. Floor price, 24h volume, total supp…
81
56835
valda
Search X (formerly Twitter) in real-time from your AI assistant using xAI's Gro…
56836
AI-Maker-Space
mcp-server Claim
Web search MCP server using Tavily API, enabling natural language queries to se…
N/A N/A
56837
yuanlang12
MCP server integrating ClassIn API to let AI assistants manage users, courses, …
N/A N/A
56838
fangfuzha
article-mcp Claim
Enables multi-source literature search, full-text retrieval, reference analysis…
56839
iagomussel
Processes large files, error logs, and codebase searches locally via Ollama to …
N/A N/A
56840
xihuai18
Wraps Claude Code as tools for MCP clients, enabling autonomous coding tasks vi…
N/A N/A
56841
pipeworx-io
mcp-ibge-br Claim
MCP server for accessing IBGE (Brazilian Institute of Geography and Statistics)…
56842
pipeworx-io
Enables searching and retrieving Australian open government data from data.gov.…
56843
TadMSTR
backrest-mcp Claim
MCP server for Backrest that provides read-only and gated write access to backu…
N/A N/A
56844
parsiya
Provides a standalone MCP interface for analyzing and querying code repositorie…
N/A N/A
56845
spanchal001
Enables AI agents to analyze ROS2 log files across multiple nodes by merging th…
N/A N/A
56846
TiaCommander Claim 1
Siemens TIA Portal MCP server — AI-assisted PLC programming. 16 tools, 166 acti…
N/A N/A 81
56847
waifuai
Enables direct SOL payments for content access by integrating MCP with the Sola…
56848
pertrelly
aifirst Claim
N/A N/A 95
56849
ziongh
app-seo-ai Claim
N/A N/A 95
56850
ATE-Labs
MCP server for automating VLP lab VM operations, exposing VM management tools t…
Showing 56801–56850 of 56925 servers