MCP Server Quality Scores

Independent quality analysis of 45732 public MCP servers

45732
Discovered
29510
Scored
2112
Verified
16952
Complete

Last updated 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43601
bioanywhere
Connects AI assistants to GitLab, enabling natural language queries for merge r…
81
43602
Frank-ay
mimo-mcp Claim
Enables Claude Code and Codex to directly invoke Xiaomi MiMo's full-modal capab…
N/A N/A
43603
geezerrrr
Enable AI assistants to perform web searches using Exa's powerful search API. G…
N/A N/A 95
43604
MCP server for orchestrating Node.js development servers (backend, frontend, da…
N/A N/A 81
43605
@Ruiren1
mcp_project Claim
N/A N/A 95
43606
Weather forecasts, alerts, air quality, marine, radar imagery, lightning. NOAA …
N/A N/A 81
43607
Tool Filter MCP Claim 1
MCP proxy server that filters tools from upstream MCP servers via regex-based d…
N/A N/A 81
43608
kingcos
fanfou-mcp Claim
基于 FastMCP 构建的饭否 MCP 服务器,提供饭否时间线、用户、发布等工具和服务。
43609
fetchsandbox
mcp Claim
Stateful OpenAPI sandbox for AI agents to validate API integrations end-to-end.
N/A N/A
43610
lgodl7536
rsd-toy Claim
N/A N/A 95
43611
rich-jojo
Web Task Claim 1
Browser tasks, sessions, and recipes for MCP and HTTP automation.
N/A N/A 83
43612
tenequm
claude-kb Claim
Enables searching and retrieving Claude Code conversation history via hybrid se…
N/A N/A
43613
Yuki4-dev
Enables easy gRPC requests and Protocol Buffer file information retrieval throu…
81
43614
Keesan12
Martin Loop Claim
Governed MCP server for AI coding agents with budgets, verifier gates, and insp…
N/A N/A
43615 N/A N/A 95
43616
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
43617
axel-belfort
Multi-chain gas price API for AI agents. Compare gas prices across Ethereum, Ba…
81
43618
FornixII
Enables digital forensics investigation by exposing SANS SIFT tools (The Sleuth…
N/A N/A
43619
doc2mcp
uagents Claim
MCP server for uagents documentation, generated by doc2mcp.
43620
TrackerXXX23
Persistent development memory server that automatically captures and organizes …
N/A N/A 95
43621
BLD933
Enables AI agents to interact with QGIS, supporting project management, layer i…
N/A N/A
43622
mvavassori
Provides a comprehensive set of mathematical functions as MCP tools, enabling l…
N/A N/A
43623
binhtrongg
A Model Context Protocol server implementation that runs on Cloudflare Workers …
N/A N/A 95
43624 N/A N/A 95
43625
Moiuid
image Claim
N/A N/A 95
43626
gabrielmahia
remit-mcp Claim
MCP server for African diaspora remittance optimization, enabling comparison of…
43627
phildougherty
Provides access to Dexcom G7 continuous glucose monitor data, enabling AI assis…
N/A N/A
43628
cruso003
xara Claim
N/A N/A 95
43629
intelops
A modular MCP server for code analysis using ast-grep, enabling structural patt…
N/A N/A
43630
Winding2020
superset-mcp Claim
A Model Context Protocol (MCP) server for managing Apache Superset datasets, me…
N/A N/A
43631
pairoa
Pairoa Claim
Private MCP people matching for AI agents; no public listings, contact revealed…
43632
CSOAI-ORG
Automated security red-team for any MCP server that scans manifests against OWA…
43633
udaykakade25
A Model Context Protocol implementation that bridges language models with Linke…
N/A N/A 95
43634
hello-uvza
SansFiction Claim
Search, discover, and manage books across multiple sources. Connect Claude, Cha…
81
43635
HasanJahidul
Full-text search over your shell history (zsh / bash / fish) via SQLite FTS5. L…
N/A N/A
43636
ertad-family
liquid Claim 2
Connect your agent to any HTTP API on the fly — discovers + maps any REST API o…
67
43637
endennn
39 Japanese locale APIs — wareki, NTA invoice, 法人番号, postal, romanization, kanj…
43638
Amalgix-io
Amalgix Claim
Cross-model evidence pipeline for financial filings & contracts. x402 pay-per-c…
43639
peterb154
Enables AI assistants to search JLCPCB's 450K+ electronic component catalog wit…
N/A N/A
43640
ARJ999
Enables AI agents to query and retrieve public statistical data from Data Commo…
81
43641
linofcp007
Enables AI assistants to provide Portuguese legal advice by exposing legal calc…
N/A N/A
43642
clickmediapropy
Connects Claude Desktop to GoHighLevel CRM with 269+ tools across 19+ categorie…
81
43643
fumi-sagawa
Enables AI assistants to manage Obsidian notes via local REST API, supporting f…
N/A N/A
43644
brandkickagency
Enables AI assistants to control Adobe After Effects through a WebSocket-based …
N/A N/A
43645
nielspeter
Enables real-time code analysis for JavaScript, TypeScript, and Python through …
N/A N/A
43646
ahmetbarut
Enables AI agents to interact with Jira Cloud, including listing boards and iss…
43647
CSOAI-ORG
mortgage-calculator-ai-mcp MCP server by MEOK AI Labs
N/A N/A
43648
hslee16
Archy Claim
Architectural sensor for Python codebases. Scores structural health (modularity…
N/A N/A
43649
alersandroy-art
MCP server providing tools to list, search, and manage Forex currency pairs, al…
N/A N/A
43650
MoshPitLabs
An MCP server that enables interaction with Linear.app's API for issue tracking…
81
Showing 43601–43650 of 45732 servers
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