MCP Server Quality Scores

Independent quality analysis of 46053 public MCP servers

46053
Discovered
29531
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45801
sandraschi
AI-driven USB oscilloscope control via FastMCP, enabling waveform capture, CSV …
N/A N/A
45802
roamzy-io
mcp-server Claim
Buy and manage a global eSIM through chat. One eSIM for 192 countries, per-MB b…
45803
aicastle-school
Stock Price Claim
Fetch current stock quotes by ticker symbol across global markets. Integrate up…
N/A N/A 95
45804 N/A N/A 95
45805
elliot-evno
A basic MCP server template with example tools for echoing messages and retriev…
N/A N/A 95
45806
3viky
Enables AI agents to monitor and debug GitLab CI/CD pipelines by providing tool…
81
45807
karimodm
angr-mcp Claim
Exposes angr binary-analysis capabilities (symbolic execution, taint analysis, …
N/A N/A
45808
social4hyq
MCP server for HarmonyOS/OpenHarmony ArkWeb that enables browser automation usi…
N/A N/A
45809
choumai1994
choumai Claim
N/A N/A 95
45810
jnilrac
Paid MCP web research for agents: search, extraction, citations, and x402 payme…
45811
ebullient
Vault as MCP Claim
An Obsidian plugin that runs an MCP server, enabling external LLM tools to read…
N/A N/A
45812
lordbasilaiassistant-sudo
Enables GitHub project management from Claude, supporting issue creation, miles…
45813
olegtyshcneko
KSeF MCP Claim
Single-tenant MCP server for Polish KSeF e-invoice workflows, supporting local …
45814
ybolduc
The world's first forensic FX audit MCP server. Detects hidden bank fees, undi…
N/A N/A
45815
kurrent-io
Provides tools to read and write events, list streams, and create, test, and de…
45816
kimjin8
Call For Me Claim
Give your AI agent a phone. Place outbound calls to US businesses to ask, book,…
45817
tsfir
Gives Claude read-only access to EasyCS Learning Firebase data, enabling querie…
N/A N/A
45818
kupl
mcp-ex Claim
N/A N/A 95
45819
ivangr1
walletap Claim
Issue and manage Apple Wallet & Google Wallet passes from any AI assistant.
N/A N/A 83
45820
neovasky
A GitHub integration for Claude Desktop that provides access to GitHub features…
81
45821
es6kr
Browse, search, rename, split, and clean up Claude Code sessions via MCP, Web U…
N/A N/A
45822
shamis6ali
Captures copyable text from Claude Code terminal output before it's mangled by …
N/A N/A
45823
tribal-memory
Tribal Claim
Semantic memory for AI builders: capture the tacit engineering know-how that ne…
45824
martin-nmc8
An MCP (Model Context Protocol) server that exposes the Vincario API to AI agen…
81
45825
sypherin
Comprehensive Singapore government data MCP server - typed tools for SG dataset…
N/A N/A
45826
Supermaxman
Enables AI assistants to manage inventory items, locations, and labels in a sel…
45827
alglb123
Wraps Quartus II 9.1 command-line tools into MCP tools, enabling AI agents to c…
N/A N/A
45828
TamalAdebisi
Provides AI agents with access to PhaseFolio's biotech rNPV and probability-of-…
45829
nguyenph88
Controls Adobe Premiere Pro via Claude, enabling automated beat-synced editing,…
N/A N/A
45830 N/A N/A 95
45831
cygkichi
Enables access to Japanese stock market data via the free J-Quants API, providi…
N/A N/A
45832
Ooak21
CorteX402 Claim
Pay-per-call x402 data products on Base mainnet — sanctions screening, aviation…
45833
Code-for-100k
VaultBridge Claim
Secret management MCP server for AI coding agents that prevents secrets from en…
N/A N/A
45834
AynOps
AynOps Claim
AynOps is a reconnaissance focused MCP Server which gives reconnaissance capabi…
N/A N/A
45835
riditaatexos
Provide a humor-focused agent that delivers concise, engaging jokes upon user r…
N/A N/A 95
45836
julianoczkowski
Secure MCP server for querying Google NotebookLM notebooks. Enables AI assistan…
N/A N/A
45837
xgr-network
An MCP server providing AI-native access to XGR blockchain data, enabling queri…
45838
MK3Core
flickr-mcp Claim
Flickr MCP server — tag photos, write descriptions, set titles, and add photos …
N/A N/A
45839
GlobalFishingWatch
Access Global Fishing Watch data from any MCP-compatible AI assistant or termin…
45840
chaitanya-jadhav11
NotePilot Claim
A Python MCP server that exposes note management tools (create, search, update,…
N/A N/A
45841
quangdang46
uefn-mcp Claim
A two-process MCP bridge for Unreal Editor for Fortnite that lets Claude Code, …
N/A N/A
45842
optimikelabs
MCP server for Obsidian that exposes tools for reading/writing notes, managing …
45843
pipeworx-io
Provides access to the FBI National Stolen Art File (free, no auth) for queryin…
45844
nkootstra
MCP server that gives AI agents read/write access to your Things3 tasks via the…
45845
appknox
MCP server for iOS automation via rpcclient, enabling AI agents to connect to i…
N/A N/A
45846
Yiminnn
Enables interaction with USCardForum.com, a Discourse-based community for US cr…
81
45847
alexar76
Model Context Protocol (MCP) stdio server built with the official MCP Python SD…
45848
zmbcen
Integrates multiple Android APK security analysis tools into MCP standard APIs …
N/A N/A
45849
shivyadavus
Open Kioku Claim
Open Kioku is the local-first code intelligence and evidence layer for AI codin…
N/A N/A
45850
m-HLPR
An unofficial MCP server that integrates Freelo project management with AI assi…
Showing 45801–45850 of 46053 servers
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