MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 1 day ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
27651
fulcrum-governance
fulcrum Claim
AI governance MCP server for policy enforcement, cost control, and observabilit…
N/A N/A 83
27652
wlu03
Enable seamless interaction with Alpaca's trading API through a standardized pr…
N/A N/A 95
27653
ginokino
swarmpay Claim
Payment layer for AI agents. Send USDC, manage escrows on Base blockchain.
N/A N/A
27654
blueskylineassets
Agent observability: structured logging, cost tracking, and compliance audit tr…
N/A N/A 83
27655
codeiva4u
Enables advanced browser automation using real Brave Browser with 49 tools for …
N/A N/A 95
27656
Rhaera
mcp-server Claim
N/A N/A 95
27657
EDKarlsson
locus Claim
Hierarchical markdown memory palace for AI agents — structured palace navigatio…
N/A N/A 95
27658
Polaralias
Index and search reusable skills from local folders. Discover relevant skills w…
N/A N/A 95
27659
Texan-NXTassist
nr-mcp Claim
MCP server for Node-RED — safe deploy, optimistic locking, smart search, 13 too…
N/A N/A
27660
MCP Serp Claim
An MCP server that provides structured Google Search capabilities including web…
27661
subomi
Upload, organize, search, and transform images, videos, and files with AI-power…
N/A N/A 75
27662
Synapse Claim
Synapse indexes C# codebases into a FalkorDB-backed graph to provide deep struc…
N/A N/A
27663
parkour-mcp Claim
A content exploration toolkit that helps LLMs surface high signal, unsummarized…
N/A N/A
27664
Amazon organic ranking MCP server. Run campaigns, track positions, monitor rank…
N/A N/A
27665
huangmy157
shopify Claim
N/A N/A 95
27666
soohoon
greptile Claim
N/A N/A 95
27667
paprika-mcp Claim
An MCP server that provides read-only access to the Paprika Recipe Manager, all…
27668
An HTTP-based Model Context Protocol server for RiotPlan that exposes comprehen…
27669
Enterprise AI governance layer for spend tracking, runtime guardrails, policy e…
27670 N/A N/A 95
27671
A local skill assistant based on the Model Context Protocol that integrates wit…
27672
galacean
Engine-MCP Claim
A code understanding and generation system designed for Galacean Engine that he…
N/A N/A 95
27673
MCP server for read-only MySQL database queries in Claude Desktop
N/A N/A 81
27674
leadpipe-com
leadpipe Claim
Official MCP server for Leadpipe intent and data APIs.
N/A N/A
27675
gener8v
U.S. demographics, housing, mortgage, migration, and employment data via loc8n …
27676
automatikstudio
Enables AI-powered generation of platform-optimized ad copy for Facebook, Googl…
81
27677
An MCP bridge server that allows AI tools to call functions and execute code di…
N/A N/A
27678
us
Open-source web scraper for AI agents with scrape, crawl, and map tools
N/A N/A
27679
Statespace Claim
Enables users to document data and connect it to AI agents by defining tools an…
27680
weekdmond
Save, search, and compile valuable knowledge from your Claude conversations.
N/A N/A 95
27681
An MCP server and CLI for controlling FarmBot hardware, enabling AI agents to m…
27682
michaeljiangmingfeng-debug
Quantitative trading strategies, market indices, and live performance data
N/A N/A 95
27683
bioanywhere
Enables AI applications to interact with the Base blockchain network, allowing …
81
27684
moejeaux
nexflow-smf Claim
Smart Meta-Facilitator for x402 payments on Base: route, verify, and settle pay…
N/A N/A 83
27685
MCP-Mirror
Enables integration with Volcengine (火山引擎) knowledge base service through Claud…
81
27686
ver0-project
mcp-git Claim
Provides comprehensive Git operations as tools for AI assistants and applicatio…
N/A N/A 95
27687
nirholas
Explore the Claude Code CLI source — browse tools, commands, search code, and m…
N/A N/A
27688
marcward
Get XBRL data from US public companies and utilities by searching on facts, rep…
27689
jeanbispo
Connects AI assistants to the Tududi productivity platform to manage tasks, pro…
27690 N/A N/A 95
27691
Melo Claim
An agentic MCP server for Roblox Studio that provides over 45 tools for script …
N/A N/A
27692
A production-grade, extensible Python template for building Model Context Proto…
27693
A meta MCP server that orchestrates other MCP servers by lazily connecting to t…
27694
felipenalves
A template for deploying remote MCP servers to Cloudflare Workers without authe…
81
27695
Provides code-aware context compression by stripping comments, docstrings, and …
27696
Youhai020616
MCP server for automating Xiaohongshu (RED Note). Publish posts, search content…
N/A N/A 95
27697
Veroq Claim
web search and financial search intelligence MCP server — /ask /verify + 52 too…
27698
luthfirizky777
tedt Claim
N/A N/A 95
27699
masonicGIT
An MCP server that lets AI agents autonomously buy physical hats using USDC on …
27700
vyos-mcp Claim
An MCP server for managing VyOS routers via the HTTPS REST API, enabling config…
Showing 27651–27700 of 30006 servers
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