MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31851
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40251
JacksonFuck
Enables mobile control of Antigravity coding agents via Telegram, allowing task…
40252
grupr-ai
MCP server to interact with Grupr agents, enabling polling new messages, postin…
40253
mattshu0410
An MCP plugin that provides access to NCBI's dbSNP database, allowing developer…
N/A N/A 95
40254
guirguispierre
A self-hosted, graph-aware memory server for AI assistants that provides persis…
N/A N/A
40255
pipeworx-io
mcp-cpsc Claim
Access US consumer-product safety recalls from the CPSC, free and without authe…
40256
henrydontbbai
An unofficial MCP server that lets Codex ask a read-only OpenCode advisor for a…
N/A N/A
40257
HongjieRen
An MCP server that enables Claude Code to concurrently consult Codex and Gemini…
N/A N/A
40258
cristoferlabs
An MCP server that bridges Claude with AutoCAD, enabling to generate architectu…
40259
mybytecode
trace Claim
N/A N/A 95
40260
MCP-Mirror
Enables querying and retrieving merit records and official reports of Korean in…
N/A N/A 95
40261
guptaprakhariitr
Converts units, currencies, timezones, and dates with a generous free tier of 5…
40262
advaitgore
Arbor Claim
AgentPay is the authorization layer between an AI agent and real spending. You …
40263
tokezooo
kinozal-mcp Claim
MCP server for searching, viewing details, and downloading torrents from kinoza…
N/A N/A
40264
scotthelm
Enables AI assistants to access Wikipedia content, search articles, retrieve hi…
40265
wegitor
Enables AI assistants to control REAPER DAW via the Model Context Protocol, inc…
N/A N/A
40266
sssst1118
Enables AI assistants to query local conversation transcripts and relationship …
N/A N/A
40267
talhamsajid
Axon Pro Claim
Transforms codebases into structural knowledge graphs for AI agents and develop…
N/A N/A
40268
wookat
HonestQR Claim
Generate static QR codes (URL, WiFi, vCard, pixel art) and decode QR images. Co…
40269
grandmaster451
Konnect Claim
Bridges AI agents to a real browser using a persistent daemon and Chrome extens…
N/A N/A
40270 N/A N/A 95
40271
GENESISRE
Read-only ProofRelay MCP verifier for non-confidential evidence bundles. Expose…
40272
mal0ware
Orpheus Claim
An AI agent that analyzes and transforms music projects in REAPER, explaining w…
N/A N/A
40273
Abhijeet103
Provides MCP tools to create and retrieve notes stored in memory.
40274
ebrandler
McPortfolio Claim
Enables LLM-driven portfolio optimization using natural language, providing too…
N/A N/A
40275
DiverOfDark
Mnemozine Claim
Mnemozine is a self-hosted unified conversational memory layer that ingests con…
40276
ghostiee-11
lumen-mcp Claim
Drives Lumen's data-to-SQL-to-chart-to-report loop from any MCP client, support…
N/A N/A
40277
hrshx3o5o6
brocogni Claim
semantic browser observation for AI agents via MCP, 100% local, zero telemetry
N/A N/A
40278
HorizunGroup
Open-source MCP server for Autodesk Revit: typed BIM edits, families, exports a…
N/A N/A
40279
telleroutlook
mcp-server Claim
40280
AnqiPinku
Analyzes audio files to extract exact, reproducible measurements like loudness,…
N/A N/A
40281
anthonypuggs
MCP server for retrieval of Australian economic and financial data - supports A…
40282
ademdeniz
An MCP server that gives Claude direct control of a real browser via Playwright…
N/A N/A
40283
mcpflow
Interacts with Google's Chronicle Security Operations suite for searching secur…
40284
attaelahi
An MCP server that preserves and recalls work context, enabling users to log se…
N/A N/A
40285
marcossei22
Enables AI agents to manage events, races, and batches on Eventor via auto-gene…
40286
greenhouselabs
CueScope Claim
CueScope is a read-first MCP server that gives AI assistants safe production in…
40287
tianhao909
An MCP server that provides access to Overleaf projects via Git integration, en…
N/A N/A
40288
SaiyemRaiyan
Enables AI agents to manage Box files, folders, collaborations, and more via th…
40289
zzuisa
Provides access to Deutsche Bahn's timetable data through MCP, enabling real-ti…
40290
mnot
webcal-mcp Claim
A read-only MCP server that exposes iCalendar feeds as queryable tools for LLM …
N/A N/A
40291
FernandoSFT
MCP server for travel program search, comparison, and booking via Yourttoo API,…
N/A N/A
40292
matteoantoci
Provides financial data tools including stock prices, news, forex, fundamentals…
40293
sinagilassi
PyMemSim-MCP Claim
Exposes membrane simulation capabilities through an MCP server, enabling gas ho…
40294
NGRThomson
Read-only MCP server for self-hosted Airbyte OSS 1.6.x, enabling monitoring of …
40295
adambrand
Enables secure file transfer operations with remote Linux and Windows systems v…
81
40296
caselegis
Enables searching, retrieving, and checking citation status of California legal…
40297
devkievskiy
A Model Context Protocol (MCP) server that gives Claude a persistent personal n…
N/A N/A
40298
ryanvo162
An MCP server that enables AI assistants to create, read, and edit Google Slide…
40299
yuaotian
sanshu Claim
An AI-assisted programming enhancement system that integrates decision-making, …
N/A N/A
40300
GoDavaii Health AI — Indian medicine DB, drug interactions, pregnancy safety, d…
N/A N/A 81
Showing 40251–40300 of 66534 servers
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