MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37651
xiaobenyang-com
bingcn Claim
使用必应搜索快速发现相关网页。获取完整网页内容以便深入分析与引用。加速调研、整理与引用流程。
N/A N/A 95
37652
AppFreeticket
Exposes FreeTicket's B2B domain (events, sales, tickets, etc.) as tools for MCP…
37653
axel-belfort
Crypto wallet portfolio API for AI agents. Full token holdings across Ethereum,…
81
37654
pablontiv
A Model Context Protocol server that extracts and processes content from PDF do…
N/A N/A 95
37655
TonyC23
Model work domains, score tasks for AI suitability, and design organisations.
N/A N/A 83
37656
HezLUO
agent-delegate is an MCP-first delegation advisor for coding agents. It helps a…
N/A N/A
37657
haldir
haldir Claim
Haldir is a security and governance layer for AI agents. Session-scoped permiss…
81
37658
yunusemregul
hac-mcp Claim
Provides AI assistants with programmatic access to SAP Commerce Cloud's Hybris …
N/A N/A
37659
fastmcp-me
Enables DuckDB database interaction through MCP, supporting SQL queries, table …
N/A N/A
37660
SichengHe6
cq_mcp Claim
N/A N/A 95
37661
Team-Delgo
A read-only MCP server skeleton for Korean stocks data, with tool stubs for sto…
37662
bhsantos11
A Model Context Protocol server that provides access to messages from an extern…
N/A N/A 95
37663
denys-ispaniuk
Enables AI assistants to interact with TestRail test management system, support…
37664
Bequall
Enables AI assistants to provide information about Bequall's services for real …
37665
dpc00
MCP server for Sublime Text 4. Lets Claude Code read and control a running ST i…
N/A N/A
37666
kodustech
Kodus OSV Claim
HTTP server exposing OSV (v1) for open source vulnerability lookup via osv_quer…
N/A N/A 95
37667
kitsanannam-hue
minimax Claim
N/A N/A 95
37668
adrianmarin1976
Local business data for SW Riverside County CA (Temecula, Murrieta, Menifee, La…
81
37669
shadowkat-xsp
A template for deploying a remote, unauthenticated Model Context Protocol (MCP)…
81
37670
MeirKaD
test123 Claim
N/A N/A 95
37671
sjgant80-hub
foldkit Claim
Exposes 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and res…
N/A N/A
37672
DonDmGeR
Enables users to manage a personal Kanban board with tasks, subtasks, notes, an…
N/A N/A
37673
dudachun
DC-COCO-MCP Claim
Enables AI clients to control Cocos Creator editor projects, scenes, nodes, com…
N/A N/A
37674
pipeworx-io
OpenCorporates MCP provides free, no-auth access to global company registry dat…
37675
BetaNYC
nyc-311-mcp Claim
An MCP server for the NYC 311 Public API that allows AI assistants to check cit…
37676
ai-mcp-garage
Enables analysis and retrieval of JEFit workout data through natural language. …
81
37677
aniketbiswas
Enables AI assistants to search, create, and manage notes in an Obsidian vault …
N/A N/A
37678
Pavankurapati03
An MCP server suite that optimizes prompt context by reducing tokens up to 98.8…
N/A N/A
37679
retospect
Manages patent application drafts via structured YAML and LaTeX sections, with …
N/A N/A
37680
OffshoreProz
Enables automated company formation across multiple jurisdictions with REST and…
37681
CSOAI-ORG
MEOK AI Labs - bft-governance MCP server extracted from SOV3
N/A N/A
37682
nitindermohan
pumble-mcp Claim
A standalone MCP server providing AI agents with full access to the Pumble mess…
37683
1clickreport
1ClickReport Claim
40 tools for marketing analytics, campaign management, and AI monitoring across…
37684
brian-mitchell-sec
Sandbox workspace tools: search, file read, DB queries, integrations. Returns s…
37685
mSaeedS
JFrog MCP Claim
Read-only MCP server for JFrog Artifactory repository intelligence, enabling li…
37686
SCom-82
An unofficial MCP server that provides 17 tools for Yandex/Google rank tracking…
37687
Deadlypillow
Turn agent intent into physical parts: engineering review, measured geometry, c…
37688
u9401066
Provides validated clinical scoring tools for AI agents via MCP, with evidence-…
37689
Dmitriusan
Analyzes database migrations for risks like lock contention and data loss befor…
37690
madsd
Enables users to search and fetch PubMed biomedical literature articles through…
37691
LeoSole423
Enables AI assistants to locally process images with tools for cropping, zoomin…
N/A N/A
37692
alittleyellowkevin
HDFS MCP Server Claim 1
A Model Context Protocol server that enables interaction with Hadoop Distribute…
81
37693
triposat
Enables querying price history and undercut alerts for tracked competitors, all…
37694
AdonaiVera
Control FiftyOne computer vision datasets through AI assistants using 80+ opera…
N/A N/A 95
37695
Sunwood-ai-labs
Provides text-to-speech functionality via VoiceVox, enabling Claude to generate…
N/A N/A
37696
theYahia
bog-ipay-mcp Claim
MCP server for Bank of Georgia iPay payment gateway, enabling payment orders, r…
N/A N/A
37697
followtz
量化交易MCP工具集,27个工具覆盖策略指标、回测引擎、风控分析和数据管线
37698
DominikPollok
A safety-gated Python MCP server for Metabase that lets MCP clients and agents …
37699
bildow
demipass Claim
Credential custody for agents: use secrets blind (ssh/http/smtp/git/db), never …
N/A N/A
37700
cgallic
KaiCalls Claim
AI phone secretary: place calls, read transcripts, list calls, agents, and stat…
Showing 37651–37700 of 66549 servers
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