MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40001
jpwilson
Enables AI agents to search, compare pricing, and order satellite imagery from …
40002
Lsyedibrahim
Veritas Claim
An AI-powered data investigation workspace for Product Managers, combining stru…
N/A N/A
40003
mark-burg
An MCP server that helps AI agents comprehend a codebase by providing tools for…
N/A N/A
40004
DrEjazAhmed
14 utility tools via the PublicSoftTools API: QR code generation, PDF compress/…
40005
punt-labs
punt-quarry Claim
Enables local semantic search over documents (PDFs, code, etc.) using local emb…
40006
mocomoco-inc
Enables transcription of audio and video files using mocoVoice API, allowing us…
N/A N/A
40007
Janadasroor
A PostgreSQL Model Context Protocol (MCP) server acting as a robust persistent …
N/A N/A
40008
new-village
Provides tools to search for people using registered business cards and the pub…
N/A N/A
40009
redcool
Enables AI agents (like Claude Code, Cursor) to directly operate Unity scenes v…
N/A N/A
40010
gyfis
Enables fast, local-only read access to Linear data via the macOS cache, allowi…
N/A N/A
40011
LokiMCPUniverse
Enables interaction with AWS services (EC2, S3, Lambda, DynamoDB, etc.) through…
40012
vorluno
agora Claim
Espacio compartido y persistente por repositorio para sesiones de Claude Code: …
N/A N/A
40013
HLH2023
Local + remote terminal interaction control MCP Server. Lets AI agents control …
N/A N/A
40014
CronusL-1141
AI Team OS Claim
Turns Claude Code into a self-driving AI company with autonomous CEO, agent tea…
N/A N/A
40015
u759
SimosMCP Claim
MCP server for Simos 18.1 ECU tuning that reads, writes, diffs, and validates X…
N/A N/A
40016
aayuushh365
Enables claude.ai to append durable memory entries to an Obsidian vault on GitH…
40017
majiayu000
remem Claim
Local-first persistent memory for Claude Code and OpenAI Codex CLI. A single Ru…
N/A N/A
40018
SocietyCamarai
n8n-mcp Claim
Enables AI models to manage workflows, credentials, nodes, templates, and monit…
N/A N/A
40019
Joel-hanson
Enables interaction with Kafka clusters via MCP, supporting topic management (l…
40020
lizhongxuan
browser-mcp Claim
An MCP server that enables AI coding tools to control a browser for automated a…
N/A N/A
40021
onatozmenn
KlinikMCP Claim
A drug and clinical information MCP server for Turkish healthcare professionals…
40022
radenaisa
moualimi Claim
N/A N/A 95
40023
Ansvar-Systems
Enables querying Estonian data protection regulations, decisions, and guideline…
40024
aissablk1
MCP server for roadmap.sh: roadmaps, best practices, interview questions, proje…
N/A N/A
40025
zhuyihenzheng
screenctx Claim
Enables AI tools to collect a compact, structured context bundle for a Spring B…
N/A N/A
40026
lazymac2x
Cloudflare Workers MCP server: graphql-dos-shield
40027
eikaramba
Provides AI assistants with powerful, detection-resistant browser automation ca…
N/A N/A
40028
dannbleeker
Trello MCP Claim
A personal remote MCP server that lets Claude read and update Trello boards, wi…
N/A N/A
40029
OMGhozlan
Enables automated memory forensics analysis using Volatility 3, supporting Wind…
N/A N/A
40030
guilleyalo
Minimal FastMCP Python server demonstrating basic MCP functionality with a cows…
40031
mariodian
Fetches Mayan zodiac signs from mymayansign.com and generates relationship comp…
40032
Marcelle-Labs
Enterprise support memory agent that remembers customer context across sessions…
N/A N/A
40033
scoutos-labs
Enables AI agents to interact with Scout Live platform capabilities through sta…
40034
SaadRiaz99
An MCP server for clinical workflows with tools for patient lookup, appointment…
N/A N/A
40035
55jrmds
PD2 Lua MCP Claim
Provides LLMs with access to Payday 2 Lua documentation and source code via 7 M…
N/A N/A
40036
thebackpackdevorg
Turns any folder of Markdown files into a searchable, structured knowledge base…
N/A N/A
40037
pratapsfdc22-dev
careflow-mcp Claim
Enables Claude and other AI assistants to trigger HIPAA-compliant patient task …
81
40038
optave
codegraph Claim
Provides AI agents with a function-level dependency graph of the codebase throu…
N/A N/A
40039
n2400813g
blop Claim
MCP-native release confidence control plane that turns browser execution into a…
N/A N/A
40040
listenrightmeow
Provide a sandbox environment to test and develop MCP servers compatible with C…
N/A N/A 95
40041
mgnirck
lecka-mcp Claim
Race nutrition planning for endurance athletes. Calculates carb, sodium and flu…
40042
Laegend14
Enables AI assistants to search, retrieve, and browse GenLayer documentation th…
N/A N/A
40043
lixiaowww
veragent-mcp Claim
Enables checking trust of MCP tools before installation, listing trusted tools,…
40044
smileCompiler
Enables interaction with Google Ads data via Claude Desktop, providing tools fo…
40045
geraservicesuk
Discover podcasts, search episodes, fetch transcripts, subscribe to shows.
N/A N/A 95
40046 N/A N/A 95
40047
SemblanceLabs
Enables AI assistants to interact with Trello boards, cards, lists, and more th…
40048
ArtSabintsev
Read-only MCP server for public Guild Wars 1 sources (wiki, builds, YouTube, Re…
40049
lailo
bergauf Claim
Lets an LLM plan hikes anywhere in Switzerland by combining named routes, eleva…
40050
ranjittilekar
Provides 10 financial data tools (market data, economic indicators, news, insid…
N/A N/A
Showing 40001–40050 of 67181 servers
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