MCP Server Quality Scores

Independent quality analysis of 41157 public MCP servers

41157
Discovered
29257
Scored
2095
Verified
16952
Complete

Last updated 44 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37651
jangsubong78
Kickstart a TypeScript project with ready-to-use features for calculations, gre…
N/A N/A 95
37652
nimish
Get live crypto prices from Onramp.money and instantly see how much you can buy…
81
37653
andrewchaplin-9rrl
🦴 BGaurded: The Spine of Agentic Trust (v3.3.0) Securing the Agentic Mind: From…
81
37654
leadfuze
enrichment Claim
N/A N/A 95
37655
RECERQA
rq-scan Claim 1
MCP Server for RQ-SCAN - AI-powered document OCR and data extraction platform
N/A N/A 83
37656
babyblueviper1
Capital-scale-aware /review (Sentinel mode) + sandbox + inference for agent fle…
37657
metatool-ai
metatool-app Claim
MetaMCP is the one unified middleware MCP server that manages your MCP connecti…
81
37658
sourcey
sourcey Claim
Precision documentation from OpenAPI, MCP, Doxygen, and Markdown guides. Static…
N/A N/A
37659
ghostljj
qingxi Claim
N/A N/A 95
37660 N/A N/A 95
37661 N/A N/A 95
37662
777genius
You're the boss, agents are your team. They handle tasks on their own, message …
N/A N/A
37663
konsulto
MCP server that enables Claude Code to drive the Konsulto cybersecurity audit p…
37664
axnet
swap Claim
Axnet Swap: An atomic, Request-First Solana execution layer for AI agents using…
81
37665
Rheosoph
flow-like Claim
Flow-Like: Strongly Typed Enterprise Scale Workflows. Built for scalability, sp…
N/A N/A
37666
unipds-engenharia-de-ia-aplicada
A curated list of original projects built by students of the UNIPDS Software en…
N/A N/A
37667
nludd25
FastAPI-MCP Claim
Exposes FastAPI endpoints as Model Context Protocol (MCP) tools while preservin…
81
37668
archis17
Enables AI assistants to interact with local Git repositories for operations li…
N/A N/A 95
37669
luuu-h
MCP server for controlling local music playback via NetEase Cloud Music, enabli…
N/A N/A
37670
xiaobenyang-com
ip_search Claim
查询任意 IP 的威胁情报,快速识别风险与信誉。获取地理位置、ASN 与历史恶意行为等关键信息,辅助溯源、封禁与处置。加速告警研判与日常安全排查,提升响应效率。
N/A N/A 95
37671
max-rousseau
A self-hosted MCP server that provides a single execute_code tool, enabling age…
37672
pipeworx-io
mcp-hibp Claim
Enables users to query Have I Been Pwned data classes and check breaches via Pi…
37673
claudiogarza
Enables semantic search and content retrieval from local Obsidian vaults throug…
N/A N/A 95
37674
Nudge Claim 1
MCP server that nudges better AI session behavior through token usage and effic…
N/A N/A 81
37675
yjk0728
lm Claim
N/A N/A 95
37676
november11th
Provide real-time subway congestion information for Seoul with station and line…
N/A N/A 95
37677
Gill-tech
soil-wise Claim
N/A N/A 95
37678
pipeworx-io
Grants Gov Claim
Grants.gov MCP — open federal grant opportunities (free, no auth)
37679
tuantrunglc
MCP server that connects Claude with Redmine to check issues and log time autom…
37680
jegly
Box Claim
Private on-device AI suite for Android. Fork of Google AI Edge Gallery with lla…
N/A N/A
37681
No-Smoke
Enables bidirectional synchronization of vector database collections between lo…
81
37682
grocery-prices Claim 1
UK grocery price comparison across major supermarkets.
N/A N/A 81
37683
dan-wkkx
marvenn-mcp Claim
Marvenn MCP Server AI-powered outbound marketing automation for agencies. Wha…
81
37684
vinkius-labs
mcpfusion Claim
MCP Fusion - The TypeScript framework for secure MCP servers.
N/A N/A
37685
zapier
zapier-mcp Claim
Connect your AI to thousands of apps with the Model Context Protocol.
N/A N/A
37686
AtlasDevHQ
Atlas Claim
Atlas is a YAML-defined semantic layer for analytics — authored by humans, cons…
N/A N/A
37687
Offline AI-powered local file search. BM25 + semantic hybrid search across all …
N/A N/A 81
37688
aidb Claim 1
Debug any supported language with breakpoints, variable/state inspection, and s…
N/A N/A 81
37689
jerelvelarde
Chess MCP Claim
Play interactive chess games through conversation with move validation, Stockfi…
N/A N/A
37690
pipeworx-io
mcp-dblp Claim
Enables searching DBLP authors and venues, providing author details like affili…
37691
chenzhaoxuan0
tavily-mcp Claim
A web search and extraction MCP server powered by Tavily, providing tools for A…
37692
pipeworx-io
Provides access to an EVM chain registry, allowing users to browse chains, fetc…
37693
TheWhykiki
hass-mcp Claim
MCP server for controlling and querying Home Assistant via its REST API, exposi…
37694
clauxel
A paid remote MCP for Statewright, built to return verdicts, receipts, usage lo…
37695
hckhanh
Gitlab Utils Claim
Extend your GitLab workflows with additional utilities to enhance productivity …
N/A N/A 95
37696
pipeworx-io
OpenReview MCP — ML conference submissions and reviews (API v2)
37697
intempt
MCP server for Intempt GrowthOS — AI content generation, brand management, know…
37698
clauxel
A paid remote MCP for OpenAI Codex context compressor, built to return verdicts…
37699
eucomplyhub
MCP server for EU AI Act compliance classification with multi-jurisdiction over…
N/A N/A
37700
synapseorch-ai
synapse-ai Claim
Build AI agents that actually do things. Synapse is an open-source platform for…
N/A N/A
Showing 37651–37700 of 41157 servers
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