MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 12 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37601
sankalpmukim
Enables AI clients to search and retrieve IBM Cloud documentation, converting p…
N/A N/A
37602
ramvishvas
Enables users to enhance rough prompts into more detailed, clear, and effective…
37603 N/A N/A 95
37604
CSOAI-ORG
MEOK ABCI Bridge MCP — read-only Tendermint / Cosmos blockchain query for agent…
37605
James-Server-Admin
kb-gateway Claim
HTTP MCP gateway enabling remote agents to query a learning corpus combining Pi…
37606
tailscale-mcp Claim 1
Tailscale MCP server for managing your tailnet from AI assistants
N/A N/A 81
37607
wyre-technology
knowbe4-mcp Claim
MCP server for KnowBe4 — security awareness training, phishing simulation, and …
37608
Lakshmi-Chakradhar-Vijayarao
Epistemic guard for AI coding: tracks uncertain values and blocks writes until …
N/A N/A
37609
depyler-mcp Claim 2
MCP server for Depyler: Python-to-Rust transpiler with analysis and verificatio…
N/A N/A 81
37610
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
37611
AppFreeticket
Exposes FreeTicket's B2B domain (events, sales, tickets, etc.) as tools for MCP…
37612
axel-belfort
Crypto wallet portfolio API for AI agents. Full token holdings across Ethereum,…
81
37613
pablontiv
A Model Context Protocol server that extracts and processes content from PDF do…
N/A N/A 95
37614
TonyC23
Model work domains, score tasks for AI suitability, and design organisations.
N/A N/A 83
37615
HezLUO
agent-delegate is an MCP-first delegation advisor for coding agents. It helps a…
N/A N/A
37616
haldir
haldir Claim
Haldir is a security and governance layer for AI agents. Session-scoped permiss…
81
37617
yunusemregul
hac-mcp Claim
Provides AI assistants with programmatic access to SAP Commerce Cloud's Hybris …
N/A N/A
37618
fastmcp-me
Enables DuckDB database interaction through MCP, supporting SQL queries, table …
N/A N/A
37619
SichengHe6
cq_mcp Claim
N/A N/A 95
37620
Team-Delgo
A read-only MCP server skeleton for Korean stocks data, with tool stubs for sto…
37621
bhsantos11
A Model Context Protocol server that provides access to messages from an extern…
N/A N/A 95
37622
denys-ispaniuk
Enables AI assistants to interact with TestRail test management system, support…
37623
Bequall
Enables AI assistants to provide information about Bequall's services for real …
37624
dpc00
MCP server for Sublime Text 4. Lets Claude Code read and control a running ST i…
N/A N/A
37625
kodustech
Kodus OSV Claim
HTTP server exposing OSV (v1) for open source vulnerability lookup via osv_quer…
N/A N/A 95
37626
kitsanannam-hue
minimax Claim
N/A N/A 95
37627
adrianmarin1976
Local business data for SW Riverside County CA (Temecula, Murrieta, Menifee, La…
81
37628
shadowkat-xsp
A template for deploying a remote, unauthenticated Model Context Protocol (MCP)…
81
37629
MeirKaD
test123 Claim
N/A N/A 95
37630
sjgant80-hub
foldkit Claim
Exposes 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and res…
N/A N/A
37631
DonDmGeR
Enables users to manage a personal Kanban board with tasks, subtasks, notes, an…
N/A N/A
37632
dudachun
DC-COCO-MCP Claim
Enables AI clients to control Cocos Creator editor projects, scenes, nodes, com…
N/A N/A
37633
pipeworx-io
OpenCorporates MCP provides free, no-auth access to global company registry dat…
37634
BetaNYC
nyc-311-mcp Claim
An MCP server for the NYC 311 Public API that allows AI assistants to check cit…
37635
ai-mcp-garage
Enables analysis and retrieval of JEFit workout data through natural language. …
81
37636
aniketbiswas
Enables AI assistants to search, create, and manage notes in an Obsidian vault …
N/A N/A
37637
Pavankurapati03
An MCP server suite that optimizes prompt context by reducing tokens up to 98.8…
N/A N/A
37638
retospect
Manages patent application drafts via structured YAML and LaTeX sections, with …
N/A N/A
37639
OffshoreProz
Enables automated company formation across multiple jurisdictions with REST and…
37640
CSOAI-ORG
MEOK AI Labs - bft-governance MCP server extracted from SOV3
N/A N/A
37641
nitindermohan
pumble-mcp Claim
A standalone MCP server providing AI agents with full access to the Pumble mess…
37642
1clickreport
1ClickReport Claim
40 tools for marketing analytics, campaign management, and AI monitoring across…
37643
brian-mitchell-sec
Sandbox workspace tools: search, file read, DB queries, integrations. Returns s…
37644
mSaeedS
JFrog MCP Claim
Read-only MCP server for JFrog Artifactory repository intelligence, enabling li…
37645
SCom-82
An unofficial MCP server that provides 17 tools for Yandex/Google rank tracking…
37646
Deadlypillow
Turn agent intent into physical parts: engineering review, measured geometry, c…
37647
u9401066
Provides validated clinical scoring tools for AI agents via MCP, with evidence-…
37648
Dmitriusan
Analyzes database migrations for risks like lock contention and data loss befor…
37649
madsd
Enables users to search and fetch PubMed biomedical literature articles through…
37650
LeoSole423
Enables AI assistants to locally process images with tools for cropping, zoomin…
N/A N/A
Showing 37601–37650 of 66549 servers
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