MCP Server Quality Scores

Independent quality analysis of 68948 public MCP servers

68948
Discovered
→
33679
Scored
→
2112
Verified
→
16953
Complete

Last updated 9 hours, 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
68501
TrustNotch Claim 1
Tamper-evident audit logs for AI agents: submit, fetch, and verify cryptographi…
— ○ — N/A N/A — 69 —
68502
bangslosan
wiki Claim
— ○ ⏳ — N/A N/A — 95 —
68503
pipeworx-io
mcp-stat-lv Claim
MCP server that enables querying Latvian official statistics from data.stat.gov…
— ○ ⏳ — — — — — —
68504
gaia-research
MCP server that provides tools to search and retrieve skills, badges, and evide…
— ○ ⏳ — — — — — —
68505
mikolajwojcicki
Exposes the sigmap MCP server (code analysis tools) over Streamable HTTP via su…
— ○ ⏳ — N/A N/A — — —
68506
CSOAI-ORG
customer-support-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
68507
Derek-Wong213
bluex-mcp Claim
MCP server for live X/Twitter and web search, driven by your locally logged-in …
— ○ ⏳ — N/A N/A — — —
68508
zerogon1203
A secure multi-database MCP server supporting MySQL, PostgreSQL, and SQLite wit…
— ○ ⏳ — — — — — —
68509
jackhendon
A Python MCP server that gives Claude access to PM workflow data such as sprint…
— ○ ⏳ — — — — — —
68510
nhayes263
skool-mcp Claim
MCP server for Skool.com communities. Enables listing/approving members, postin…
— ○ ⏳ — — — — — —
68511
32n1
An MCP server that provides Claude with direct access to EVE Online character d…
— ○ ⏳ — — — — 81 —
68512
mcp-hive
MCP Hive Claim
MCP Clients Pay for Access to Commercial MCP Servers. AI applications pay per r…
— ○ ⏳ — — — — 81 —
68513
konid Claim 1
Three translation options per phrase, casual to formal, with register context a…
— ○ — N/A N/A — 81 —
68514
xiaobenyang-com
text-toolkit Claim
Transform and format text quickly to keep content clean, consistent, and readab…
— ○ ⏳ — N/A N/A — 95 —
68515
anaseqal
Universal Python code execution MCP server that lets LLMs write and run Python …
— ○ ⏳ — N/A N/A — — —
68516
brennhill
MCP server for browser debugging, inspection, and verification that streams con…
— ○ ⏳ — N/A N/A — — —
68517
AlephantAI
alephant-mcp Claim
Alephant MCP server for AI cost control, BYO-key routing, 50+ providers, and 32…
— ○ ⏳ — N/A N/A — — —
68518
vikkysarswat
A production-ready MCP server for algorithmic trading with Dhan broker API, pro…
— ○ ⏳ — N/A N/A — — —
68519
stackblaze
Enables SQL query execution on ClickHouse databases with per-request connection…
— ○ ⏳ — — — — — —
68520
TheQmaks
SkillSearch Claim
Indexes every skill across all installed plugins and enables the agent to find …
— ○ ⏳ — N/A N/A — — —
68521
fjwood69
mori Claim
Mori (森) is a shared memory layer for AI coding agents — one that compounds.
— ○ ⏳ — — — — — —
68522
Brightyard
mcp Claim
Coherence MCP — chat with your CRM's AI agent from Claude, Cursor, and Cline.
— ○ ⏳ — N/A N/A — — —
68523 — ○ ⏳ — N/A N/A — 95 —
68524
mattgotteiner
Local stdio MCP server that mirrors the public Gmail MCP server tool surface wh…
— ○ ⏳ — N/A N/A — — —
68525
yangfei077-cyber
PolyDesk Claim
Enables automated research and trading on Polymarket prediction markets through…
— ○ ⏳ — N/A N/A — — —
68526
bnaranmandakh03
mcp-wikijs Claim
Connects Claude to a Wiki.js instance, enabling page search, retrieval, listing…
— ○ ⏳ — — — — — —
68527
aurora-is-near
Tested By Abir_kh4N
— ○ ⏳ — N/A N/A — 95 —
68528
uniple-checkout
Enables AI agents to browse, quote, and purchase products from Uniple's x402 ca…
— ○ ⏳ — — — — — —
68529
PierfrancescoLijoi
mcp-brain Claim
A Model Context Protocol server that gives Claude Code persistent, structured a…
— ○ ⏳ — N/A N/A — — —
68530
TropinAlexey
Enables Claude AI to control Ableton Live and Max for Live, allowing music prod…
— ○ ⏳ — N/A N/A — — —
68531
BassicalyAdev
MCP-Claude Claim
Enables chatting with AI directly in Roblox Studio to read, write, and modify s…
— ○ ⏳ — N/A N/A — — —
68532
rakesh1002
namemyapp Claim
Buy and manage domains end-to-end from inside Claude / ChatGPT / Cursor. The ag…
— ○ ⏳ — — — — 81 —
68533
NcrMancer
Concisr Claim
Token compression for AI contexts, reducing token consumption by compressing co…
— ○ ⏳ — — — — — —
68534
Bloomidea
saft-mcp Claim
An MCP server that enables AI assistants to parse, validate, and analyze Portug…
— ○ ⏳ — N/A N/A — — —
68535
suiware
@suiware/mcp Claim
Enables AI assistants to interact with Sui Network through tools for balance ch…
— ○ ⏳ — — — — — —
68536
Search Argentine Supreme Court sumarios: legal topics, case analysis, metadata
— ○ — N/A N/A — 81 —
68537
normalzzz
Enables querying Amazon EKS cluster metrics from the Kubernetes API server, wit…
— ○ ⏳ — — — — — —
68538
fdstevex
Enables searching and retrieving customer bookings and payment details from Boo…
— ○ ⏳ — N/A N/A — — —
68539
silver-rain-dev
SK Wwise MCP Claim
A modular suite of MCP servers for Audiokinetic Wwise, enabling AI agents to br…
— ○ ⏳ — N/A N/A — — —
68540
coachgruden
Enables AI agents to perform dynamic and reflective problem-solving through a c…
— ○ ⏳ — — — — — —
68541
SHAYOUWORLD
Enables finding Japanese e-Gov law revisions and diffing law text by law histor…
— ○ ⏳ — N/A N/A — — —
68542
thejaredchapman
A FastMCP server that exposes Spotify's catalog and user context as tools for C…
— ○ ⏳ — N/A N/A — — —
68543
Michael-WhiteCapData
Query a folder of CSV / Parquet / JSON files with SQL — one queryable source, r…
— ○ ⏳ — N/A N/A — — —
68544
foursecondfivefour
AETHER_02 Claim
AETHER_02 is an MCP server written in Rust that gives AI assistants full contro…
— ○ ⏳ — N/A N/A — — —
68545
stackblaze
Enables AI assistants to interact with OpenSearch clusters for searching indice…
— ○ ⏳ — — — — — —
68546
tokenofesteem
mcp Claim
An agent can commission a funny, personalized printed booklet and have it print…
— ○ ⏳ — — — — — —
68547
jissp
Provides real-time Korean stock market data, including stock prices, rankings, …
— ○ ⏳ — — — — — —
68548
dominion525
familiar-mcp Claim
MCP server that drives the user's real signed-in Chrome on macOS via AppleScrip…
— ○ ⏳ — N/A N/A — — —
68549
samuelsan95
Enables fetching daily news summaries from multiple RSS feeds, with tools to ad…
— ○ ⏳ — N/A N/A — — —
68550
red-square-software
keeping-mcp Claim
MCP server for the Keeping time-tracking API
— ○ ⏳ — N/A N/A — — —
Showing 68501–68550 of 68948 servers