MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36501
isaganiesteron
Enables LLMs to interact with the Google Ads API through the Model Context Prot…
N/A N/A
36502
GetBlock-io
Enables querying blockchain data from Ethereum and Solana via GetBlock.io API, …
36503
azmodeh
zt Claim
N/A N/A 95
36504
investbuddy-mcp
Professional-grade stock market analysis and predictions powered by AI, accessi…
N/A N/A 95
36505
SuperInstance
Enables AI tools to interact with constraint theory tools for pitch snapping, m…
36506
astrobleem
mame-mcp Claim
Enables MAME reverse engineering tasks including memory access tracing, input i…
N/A N/A
36507
MiguelTVMS
Exposes TP-Link Omada controller APIs to AI copilots, enabling listing of sites…
36508
aminvishvam
Comprehensive MCP server for Fluent UI React v9 development, providing componen…
N/A N/A
36509
dtwang
Enables AI tools to read and send messages through LINE Desktop via MCP, suppor…
N/A N/A
36510
SpinQTech
SpinQit MCP Tools is a Python MCP server that connects AI assistants to SpinQ C…
36511
trionnemesis
教育資源導航 MCP,可透過 TWCampus 目錄路由至台灣官方教育平台,即時搜尋與讀取公開學習資源。
36512
pvsmark
Enables LLMs to query ODBC-accessible databases via DSN, supporting SQL, SPARQL…
N/A N/A
36513
seungdori
Provides deterministic, read-only design knowledge for AI coding agents to help…
N/A N/A
36514
anyakors
Enables searching for users, fetching papers, and exporting research data from …
36515
mattias242
Enables LLMs to read, search, and manage emails via IMAP with secure, read-only…
36516
u9401066
Enables AI agents to perform structured root cause analysis from clinical incid…
N/A N/A
36517
andrej-reeg
Enables Claude to create, query, and modify BIM elements in Allplan via natural…
N/A N/A
36518
a.shkurenkov
gfhf Claim
N/A N/A 95
36519
choizeus02
MCP server for managing chemical inventory with SQLite. Enables search, detail …
36520
oye-collective
Actvt Claim
Query live Mac system metrics, listening ports, and Claude Code and Codex sessi…
N/A N/A
36521
World-999-Labs
proof-layer Claim
Signed, hash-chained provenance receipts for AI agent actions.
N/A N/A
36522
InitechSoftware
Drive your real WhatsApp inbox from Claude — send, reply, label, assign, and tr…
36523
MustafaKemal0146
trdizin-mcp Claim
MCP server for querying TÜBİTAK TR Dizin academic database, enabling search of …
N/A N/A
36524
vinicius-saraiva
Turns your Garmin watch into a sailing analytics tool by combining GPS data fro…
N/A N/A
36525
MitsudoAI
guru-pk-mcp Claim
An MCP server that enables multi-round AI expert debates with dynamic expert ge…
N/A N/A
36526
YawLabs
Enables npm registry operations from MCP clients like Claude Code and Cursor, w…
N/A N/A
36527
fuzzylabs
Enables AI assistants to access and query Capsule CRM data (contacts, opportuni…
36528
edithatogo
Stdio MCP server for MCHS schemas, validation, support status, and evidence.
N/A N/A
36529
uncagedspirit
An MCP server that generates pixel-art PNGs from text prompts, using a free ima…
N/A N/A
36530
kascada
logmcp Claim
Read-only log access for AI assistants over HTTPS. Whitelist log files on your …
N/A N/A
36531
jonhersh
Cost segregation study pricing and Year-1 depreciation/tax-savings estimates fo…
36532
lucavisconti211-debug
heu-mcp Claim
HEU Legal e-signature MCP: manage HEU documents and PDFs, prompt signers, downl…
N/A N/A
36533
jmagar
Synapse RMCP Claim
Rust MCP and CLI server for Docker, host inspection, SSH, logs, ZFS, and safe f…
N/A N/A
36534
mcpflow
Enables AI assistants to search for and purchase gift cards, mobile topups, and…
36535
steamau
A standalone MCP server for Beeswax Shares, an SMSF portfolio app. It enables C…
36536
samuelar2
mcp Claim
Email for AI agents: inboxes, send/reply/forward, search, threads, webhooks — 2…
N/A N/A
36537
fieldviolence
MCP server for querying and optionally trading across prediction markets (Polym…
36538
athoune
Enables running Prospector static analysis on Python files or directories via M…
N/A N/A
36539
luskB
GeoScholar Claim
A multi-source MCP literature search server for geoscience and well-logging wor…
N/A N/A 95
36540
dwin-gharibi
Enables semantic search and retrieval for Persian content through Roshan AI's B…
36541
CoraCote
Enables natural language access to Google Ads campaigns, accounts, and performa…
N/A N/A
36542
versatilecoder
A comprehensive MCP server that enables database operations, schema management,…
36543
alfianyusufabdullah
A local MCP server that gives AI agents live access to open Figma files for des…
36544
Mehedad1948
Uploads temporary Figma MCP asset URLs to the CDN after Tinify optimization.
36545
mavrkofficial
tydro-mcp Claim
MCP server for the Tydro lending protocol on Ink blockchain, enabling AI agents…
N/A N/A
36546
supeng0916-beep
Enables querying private knowledge bases through a modular RAG pipeline with fe…
N/A N/A
36547
Lightfielder
Pixal3D-MCP Claim
Standalone MCP server for generating high-fidelity 3D assets from a single imag…
N/A N/A
36548
Forkbit Claim 1
Nutrition data for AI agents: search foods, look up nutrients, parse meals, ana…
N/A N/A 69
36549
dfieser
Enables conversational low cycle fatigue analysis with standardized reduction, …
N/A N/A
36550
Credda Trust Claim 1
Check a counterparty's verifiable Credda trust record; verify or present signed…
N/A N/A 69
Showing 36501–36550 of 67181 servers
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