MCP Server Quality Scores

Independent quality analysis of 45732 public MCP servers

45732
Discovered
29516
Scored
2112
Verified
16952
Complete

Last updated 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43351
Yuki4-dev
Enables easy gRPC requests and Protocol Buffer file information retrieval throu…
81
43352
Keesan12
Martin Loop Claim
Governed MCP server for AI coding agents with budgets, verifier gates, and insp…
N/A N/A
43353 N/A N/A 95
43354
Alex-eng-ux
MCP server for Microsoft Office file operations. Read, write, and create Excel,…
N/A N/A
43355
sandraschi
openbci-mcp Claim
MCP server for OpenBCI hardware via BrainFlow, enabling board connection, strea…
N/A N/A
43356
@intruder-io
intruder-mcp Claim
N/A N/A 95
43357
xiaobenyang-com
查詢指定日期是否為台灣假期。取得任意日期區間的所有假期與名稱,快速安排行程與請假。掌握年度或月份的假期統計,優化排班與專案規劃。
N/A N/A 95
43358
axel-belfort
Multi-chain gas price API for AI agents. Compare gas prices across Ethereum, Ba…
81
43359
mechatronic-solutions-llc
WeatherForensics is a Data as a Service (DaaS) that provides comprehensive hist…
N/A N/A 95
43360
FornixII
Enables digital forensics investigation by exposing SANS SIFT tools (The Sleuth…
N/A N/A
43361
doc2mcp
uagents Claim
MCP server for uagents documentation, generated by doc2mcp.
43362
marlondivino
Refines development prompts and stores semantic memory to save tokens in comple…
43363
TrackerXXX23
Persistent development memory server that automatically captures and organizes …
N/A N/A 95
43364
dzunglaviet
Shopify MCP Claim
Enables natural language management of Shopify stores, including orders, custom…
43365
BLD933
Enables AI agents to interact with QGIS, supporting project management, layer i…
N/A N/A
43366
mvavassori
Provides a comprehensive set of mathematical functions as MCP tools, enabling l…
N/A N/A
43367
binhtrongg
A Model Context Protocol server implementation that runs on Cloudflare Workers …
N/A N/A 95
43368
jlacher
An MCP server that queries the baseline status of web platform features using d…
43369
Vladisluv12
marimo-mcp Claim
Auto-discovers running marimo notebooks and exposes tools for reading, editing,…
N/A N/A
43370 N/A N/A 95
43371
skyvanguard
A comprehensive MCP server for infrastructure operations with 92 tools across 1…
43372
Moiuid
image Claim
N/A N/A 95
43373
gabrielmahia
remit-mcp Claim
MCP server for African diaspora remittance optimization, enabling comparison of…
43374
phildougherty
Provides access to Dexcom G7 continuous glucose monitor data, enabling AI assis…
N/A N/A
43375
cruso003
xara Claim
N/A N/A 95
43376
denisglazkov
A local MCP server for administering Atlassian Cloud Assets and Jira, providing…
N/A N/A
43377
intelops
A modular MCP server for code analysis using ast-grep, enabling structural patt…
N/A N/A
43378
kucherenko
jscpd Claim
Copy/paste detector for programming source code, supports 223 formats. AI-ready…
N/A N/A
43379
Winding2020
superset-mcp Claim
A Model Context Protocol (MCP) server for managing Apache Superset datasets, me…
N/A N/A
43380
pairoa
Pairoa Claim
Private MCP people matching for AI agents; no public listings, contact revealed…
43381
CSOAI-ORG
Automated security red-team for any MCP server that scans manifests against OWA…
43382
udaykakade25
A Model Context Protocol implementation that bridges language models with Linke…
N/A N/A 95
43383
hello-uvza
SansFiction Claim
Search, discover, and manage books across multiple sources. Connect Claude, Cha…
81
43384
devag7
LinkedIn MCP Claim
Enables AI assistants to access and interact with LinkedIn data—profiles, messa…
43385
xiaobenyang-com
date Claim
Manage dates and times effortlessly. Retrieve the current date and time, find t…
N/A N/A 95
43386
REMnux
Enables AI assistants to search and retrieve information from the REMnux malwar…
81
43387
HasanJahidul
Full-text search over your shell history (zsh / bash / fish) via SQLite FTS5. L…
N/A N/A
43388
ertad-family
liquid Claim 2
Connect your agent to any HTTP API on the fly — discovers + maps any REST API o…
67
43389
endennn
39 Japanese locale APIs — wareki, NTA invoice, 法人番号, postal, romanization, kanj…
43390
Amalgix-io
Amalgix Claim
Cross-model evidence pipeline for financial filings & contracts. x402 pay-per-c…
43391
peterb154
Enables AI assistants to search JLCPCB's 450K+ electronic component catalog wit…
N/A N/A
43392
ARJ999
Enables AI agents to query and retrieve public statistical data from Data Commo…
81
43393
simonsysun
SeekLink Claim
Local-first Markdown vault retrieval for agents. Read-only MCP stdio server exp…
N/A N/A
43394
betterhyq
A Model Context Protocol (MCP) server for validating Mermaid diagram syntax and…
N/A N/A 95
43395
linofcp007
Enables AI assistants to provide Portuguese legal advice by exposing legal calc…
N/A N/A
43396
clickmediapropy
Connects Claude Desktop to GoHighLevel CRM with 269+ tools across 19+ categorie…
81
43397
HUANGcvs
A local MCP server for AI image generation using ComfyUI, Claude Code, and Open…
N/A N/A
43398
fabrecamimarlik
mimari-ai Claim
Turkey Building Regulations & Architectural Standards AI Assistant. 147 regulat…
81
43399
fumi-sagawa
Enables AI assistants to manage Obsidian notes via local REST API, supporting f…
N/A N/A
43400
cryptorefills
gift-cards Claim
Buy gift cards, mobile top-ups, and eSIMs from 10,001+ brands across 180 countr…
81
Showing 43351–43400 of 45732 servers
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