MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31841
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42101
malkreide
An MCP server providing access to Swiss direct democracy data, covering all fed…
42102
lianggaoyuan
GitBranchMCP Claim
A local-first MCP server for AI programming branch notes and mainline decision …
N/A N/A
42103
SMABoundless
orcid Claim
Search ORCID researcher profiles, retrieve works, and export citations
N/A N/A
42104
developkiko
MCP server for terminal operations and file editing, enabling AI assistants to …
N/A N/A
42105
sanyam-jain-simform
A local-only MCP server that exposes git repository history, diffs, and status …
N/A N/A
42106
bouamargemini-droid
Enables LLM clients to answer prospect questions about Timers Studio, a profess…
42107
directory Claim 1
Read-only directory of vetted AI implementation agencies from the Ashton & Forg…
67
42108
ty13r
Create, manage, and publish Substack posts with full rich text formatting direc…
42109
cognis-digital
memorybank Claim
Portable long-term memory store for agents, exposed over MCP.
N/A N/A
42110
wyre-technology
abnormal-mcp Claim
An MCP server for Abnormal Security, enabling management of threat detection, e…
42111
cameronjmcewan-dev
AdvocateMCP Claim
MCP layer for local businesses: discover, query, book, and transact with verifi…
42112
DennisKonrad
Enables AI assistants to manage D&D Beyond characters, access campaigns, and lo…
42113
MissingLinkz
MissingLinkz Claim
Campaign link builder & pre-launch validator. Builds UTM links, validates desti…
N/A N/A 95
42114
gtrias
Enables AI assistants to manage i18next translation files, including adding key…
N/A N/A
42115
brasil-mcp
A privacy-first MCP server providing 14 offline Brazilian utilities including d…
N/A N/A
42116
saturnino-adrales
mysql-mcp Claim
Provides read-only MySQL database operations for AI agents, supporting multiple…
42117
fr0ster
MCP proxy server for SAP ABAP ADT that adds JWT authentication and forwards req…
N/A N/A
42118
salviz
Real browser automation for Termux/Android. Runs Firefox or Chromium on Xvfb on…
N/A N/A
42119
qarnet
serial-mcp Claim
MCP server for serial ports — non-blocking reads, DTR/RTS, streaming subscripti…
N/A N/A
42120
john-walkoe
Validates legal citations against the CourtListener database to detect hallucin…
42121
softvoyagers
pdfspark-api Claim
Free HTML/URL to PDF conversion API powered by Playwright. No API key required.
95
42122
le7-3609
Enables Claude to intelligently organize files by scanning folders, detecting d…
N/A N/A
42123
com55
Playwright-style MCP server for pywebview apps that lets AI assistants see, con…
N/A N/A
42124
xunwenruo
Enables query and management of Zentao bugs, tasks, projects, and iterations di…
42125
Awesome Indie Claim 1
Search indie product launches, rankings and makers, and submit your own, on Awe…
67
42126
willpowell8
Enables programmatic control of Cursor's cloud-based AI agents for automated co…
42127
AiAgentKarl
Enables searching the NIST NVD for CVEs, retrieving full CVE details, checking …
42128
bakhtiersizhaev
Real browser tabs for AI agents through a safe localhost MCP bridge, enabling c…
N/A N/A
42129
CSOAI-ORG
sql-builder-ai-mcp MCP server by MEOK AI Labs
N/A N/A
42130
mandaza
Enables AI assistants to access Canvas LMS course content, including assignment…
N/A N/A
42131
Arvindh95Censof
kb-mcp Claim
Semantic search MCP server for Acumatica KB Obsidian vault, enabling querying a…
N/A N/A
42132
cedarsaam
Agent Search Claim
A self-hosted, MCP-native web-search backend for AI agents that provides meta-s…
42133
sjgant80-hub
MCP server for foldkit, exposing the 7-prime spine, 7 κ-bands, and 6 fold opera…
N/A N/A
42134
yangtaihong59
Enables AI agents to safely read, search, edit, and organize SiYuan notes, with…
N/A N/A
42135
orchestratemcp
Enables Cursor and Claude Desktop to design production-ready AI workflows by ex…
N/A N/A
42136
raihan0824
Provides access to Kubernetes troubleshooting runbooks, enabling search, discov…
42137
sahilt20
Enables AI assistants to interact with Azure DevOps for managing work items, re…
42138
Maxinger15
Provides a structured data interface for Servarr apps (Sonarr, Radarr, Prowlarr…
N/A N/A
42139 N/A N/A 95
42140
Edison-Watch
open-edison Claim
Deterministic agentic data firewall that secures, monitors, and controls AI age…
42141
mako10k
Production-ready MCP server enabling LLM text generation, template management, …
N/A N/A
42142
Ausca Claim 1
Pay-per-call APIs and MCP services for agents, no accounts or keys, with verifi…
67
42143
Inferensys
dr-mcp Claim
Audits MCP configs, scores risk, and creates reversible repair plans.
N/A N/A
42144
ndcorder
codex-bridge Claim
MCP server that lets Claude Code ask GPT Codex for adversarial planning, code r…
N/A N/A
42145
nidamen
super-mcp Claim
A gateway that aggregates multiple MCP servers into a single endpoint, namespac…
42146
yigitkonur
example-mcp-server-streamable-http-stateless
81
42147
scrapedatshi
Enables scraping, crawling, structured data extraction, and vector DB synchroni…
81
42148
karbassi
An MCP server for reading and writing Confluence pages in native Atlassian Docu…
N/A N/A
42149
junter1989k-ai
Austria payments for AI agents — EPS via Stripe. Never holds funds.
42150
Thefrizzy1
A self-hosted MCP server for homelabs with ~193 tools covering media, home auto…
N/A N/A
Showing 42101–42150 of 66534 servers
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