MCP Server Quality Scores

Independent quality analysis of 69027 public MCP servers

69027
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
63501
freeman-emet
Data-economy news: markets, alt data, AI training data, licensing, deals. Agent…
— ○ ⏳ — — — — — —
63502
1mr0-tech
PwnBridge Claim
Enables AI assistants to execute security testing tools on a Kali Linux machine…
— ○ ⏳ — — — — — —
63503
dend
Minimal demo of Entra ID authentication with MCP and HTTP+SSE transport, using …
— ○ ⏳ — — — — — —
63504
vividcode-ai
A professional MCP server for serial port communication, enabling AI assistants…
— ○ ⏳ — N/A N/A — — —
63505
axel-belfort
Funding arbitrage scanner API for AI agents. Scan cross-venue funding rate spre…
— ○ ⏳ — — — — 81 —
63506
ManaBuyTeam
ManaBuy MCP server for product search, order quote, and AI-assisted ordering.
— ○ ⏳ — N/A N/A — — —
63507
sonofakel
raggy-mcp Claim
Provides centralized, persistent memory and knowledge graph for AI agents via R…
— ○ ⏳ — N/A N/A — — —
63508
gocallum
A production-ready MCP server with OAuth 2.1 authentication, enabling authentic…
— ○ ⏳ — — — — — —
63509
traynewreck
Enables AI voice agents like RetellAI and Vapi to directly integrate with GoHig…
— ○ ⏳ — — — — — —
63510
w4sspr
Query UK charity data via MCP, including charity details, financial history, tr…
— ○ ⏳ — N/A N/A — — —
63511
bestpractical
Connects AI assistants to a Request Tracker (RT) instance, enabling natural lan…
— ○ ⏳ — — — — — —
63512
wiklob
A self-hosted MCP server for Linear that reduces response sizes by field-select…
— ○ ⏳ — — — — — —
63513
Amico1285
kaiten-mcp Claim
MCP server for Kaiten project management, providing 63 tools for managing cards…
— ○ ⏳ — — — — — —
63514
yeshsurya
Provides access to Aceternity UI component library documentation, enabling AI a…
— ○ ⏳ — N/A N/A — — —
63515
kylecui
NetForensicMCP Claim 1
An MCP server for offline network forensic analysis and threat intelligence, en…
— ○ ⏳ — N/A N/A — 95 —
63516
Intellectaco
kuickr Claim
Host an agent's pages at clean, permanent URLs. Publish, organize, edit, search…
— ○ ⏳ — — — — — —
63517
surbhimotghare
MCP-Server Claim
Enables web search via Tavily API and URL shortening with custom aliases and fa…
— ○ ⏳ — — — — — —
63518
viksnekristians
Manages TODO tasks with operations like add, list, complete, update, and delete…
— ○ ⏳ — N/A N/A — — —
63519
NicolaivdSmagt
Gives AI assistants full macOS desktop control via screenshots, mouse, keyboard…
— ○ ⏳ — N/A N/A — — —
63520
temurkhan13
MCP server for verifying AI agent claims vs reality — single-transcript inline …
— ○ ⏳ — N/A N/A — — —
63521
JiayuuWang
Enables AI assistants to interact with Vercel API for managing projects, deploy…
— ○ ⏳ — — — — — —
63522
NicolasDangg
Look up authoritative word definitions from Merriam-Webster. Clarify meanings i…
— ○ ⏳ — N/A N/A — 95 —
63523
Ansvar-Systems
Enables querying Maltese cybersecurity regulations, decisions, and requirements…
— ○ ⏳ — — — — — —
63524
pipeworx-io
Gdelt Claim
GDELT MCP — Global Database of Events, Language, and Tone (free, no auth)
— ○ ⏳ — — — — — —
63525
mdemyanov
ktalk-mcp Claim
Enables accessing Контур.Толк (KTalk) recordings, transcripts, and summaries fr…
— ○ ⏳ — — — — — —
63526
shuakami
mcp-docsrs Claim
A Docs.rs MCP server that enables AI models to deeply access Rust crate documen…
— ○ ⏳ — — — — — —
63527
hypawave
hypawave Claim
Agent-to-agent commerce over Bitcoin Lightning: buy, sell, list, and discover f…
— ○ ⏳ — N/A N/A — — —
63528
coddy-project
coddy-agent Claim
Open-source distroless harness coding agent in Go. Works with any IDE via ACP a…
— ○ ⏳ — N/A N/A — — —
63529
trynullsec
Exposes Nullsec security tooling for scanning and explaining ZK circuits (Circo…
— ○ ⏳ — N/A N/A — — —
63530
ali-moghadam
Bridge-MCP Claim
Unified MCP server that integrates Jira, GitLab, and Confluence for AI assistan…
— ○ ⏳ — — — — — —
63531
deepak-bhardwaj-ps
Smriti MCP Claim
A portable memory server for AI agents, built for the Model Context Protocol (M…
— ○ ⏳ — N/A N/A — — —
63532
Tafeen
An MCP server that exposes Homebox inventory management as tools for AI agents,…
— ○ ⏳ — — — — — —
63533
mazamakasa
octo-mcp Claim
Controls Octo Browser antidetect profiles and automates browser tasks through n…
— ○ ⏳ — — — — — —
63534
dominodatalab
Enables AI coding tools to build models, run jobs, track experiments, and perfo…
— ○ ⏳ — N/A N/A — — —
63535
chadthornton
upnote-mcp Claim
Enables AI assistants to interact with Upnote via its x-callback-url API, allow…
— ○ ⏳ — N/A N/A — — —
63536
maxbaluev
AccInt Claim
Local-first MCP Work Model for coding agents: retrieves scored memory, records …
— ○ ⏳ — N/A N/A — — —
63537
AmitMarcus
Enables interaction with the Mashov school management system API, allowing retr…
— ○ ⏳ — — — — — —
63538
chanshawoh
Workspace-aware MCP server for the yudao/ruoyi-vue-pro ecosystem that helps AI …
— ○ ⏳ — N/A N/A — — —
63539
liquid-public
coinvest-mcp Claim
Local MCP server that exposes Liquid Co-Invest's trading data and order tools t…
— ○ ⏳ — N/A N/A — — —
63540
Rhodium11
MCP server for Rhodium11 that exposes 19 tools for managing projects, schedules…
— ○ ⏳ — — — — — —
63541
l4b4r4b4b4
bim2sim-mcp Claim
MCP server for BIM-to-building-energy simulation workflows with IFC extraction,…
— ○ ⏳ — N/A N/A — — —
63542
kontext-security
Enables remote attestation of MCP servers using Intel SGX and RA-TLS, allowing …
— ○ ⏳ — — — — — —
63543
dev-allflyghts
Enables flight search, location lookup, and city information retrieval using th…
— ○ ⏳ — — — — — —
63544
Baneado98
US municipal development cost: aggregated impact + water/sewer tap fees per jur…
— ○ ⏳ — — — — — —
63545
e1imba
An open-source MCP server that automates project customization by analyzing you…
— ○ ⏳ — N/A N/A — — —
63546
Kumaravel-V10
MCP server for AI agents to execute the complete NevioServiceCenter flight book…
— ○ ⏳ — — — — — —
63547
rlawogh1005
green-mcp Claim
Measures CPU energy and LLM token usage of programs to enable cost-efficient re…
— ○ ⏳ — N/A N/A — — —
63548
BluesPrince
thiri-mcp Claim
Deterministic music-theory server: chord & Roman-numeral analysis, voicing, and…
— ○ ⏳ — — — — — —
63549
cammac
IBANforge Claim
IBAN validation, BIC/SWIFT lookup, Swiss clearing, SEPA compliance and risk ind…
— ○ ⏳ — — — — 81 —
63550
islamulhaq2811
Windows-MCP Claim
Enables AI agents to interact with the Windows operating system, performing tas…
— ○ ⏳ — N/A N/A — — —
Showing 63501–63550 of 69027 servers