MCP Server Quality Scores

Independent quality analysis of 64698 public MCP servers

64698
Discovered
30671
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35401
cykj40
A Model Context Protocol (MCP) server that connects Claude to your personal Dex…
N/A N/A
35402
moonbanking
Provides AI agents with live access to a global directory of consumer and busin…
35403
mr-exitgames
Salt Bridge Claim
An MCP server that gives an agent full cross-VM management of a Qubes OS system…
N/A N/A
35404
ronrey
Shop every merchant on the ComOS commerce network over one MCP connection — cat…
35405
RunRiotComeOn
Exposes forecast lookup tools for consumer spending predictions across regions …
35406
JinYuKiKK0
CSMAR MCP Claim
Provides CSMAR metadata discovery, query feasibility probing, and local materia…
35407
cloudowski
A Model Context Protocol (MCP) server for querying OCI container registries. Pr…
35408
mbay-ODW
MCP server for managing self-hosted Uptime Kuma monitors and querying uptime st…
35409
myers-gh1328
Enables read-only querying of Grafana Loki logs through tools like label discov…
35410
harshzagade
GuardX Claim
A keyless, defensive code-security auditor that scans codebases for hardcoded s…
N/A N/A
35411
HazloPosible
Search volunteer opportunities across Spain via hacesfalta.org
N/A N/A
35412
schuang
Converts linear Markdown documents into styled Google Slides presentations with…
N/A N/A
35413
zhurong2020
pyobfus Claim
Official MCP server for the pyobfus Python obfuscator (installed from PyPI as `…
N/A N/A 95
35414
JamshedMemon
voidsend-mcp Claim
MCP server for VoidSend enabling AI agents to send and receive end-to-end encry…
N/A N/A
35415
pjv4yj
Enables secure access to Tor/onion services with content filtering and safety g…
N/A N/A
35416
moondef
otel-mcp Claim
MCP server that gives AI agents access to your application's OpenTelemetry trac…
N/A N/A
35417
bmya
Provides tools to interact with Odoo 19's External JSON-2 API, enabling CRUD op…
35418
pslkk
Industry-grade MCP gateway for OpenClaw environments with three core capabiliti…
35419
ChilindrinoBot
Enables remote control of audio playback and system volume on a Raspberry Pi vi…
N/A N/A
35420
Mart1M
Enables AI assistants to access and retrieve Penpot boards and design tokens.
35421 N/A N/A 95
35422
Memory for AI agents that can't hallucinate — cited or abstains, provable forge…
N/A N/A 81
35423
Ed-Relight
MemeStack MCP — hosted MCP server for searching an AI-tagged image gallery (mem…
35424
maciejdudek92
browserbase Claim
N/A N/A 95
35425
thiskevinwang
Enables LLMs to manage Clerk applications, domains, application transfers, inst…
35426
esakrissa
A Model Context Protocol (MCP) server that allows LLMs to search for hotels and…
35427
getspm
Structured project memory for AI agents, delivered through a project-scoped rem…
35428
whatgamestudios
Exposes three tools from the Worcadian JSON-RPC game server API (check_wordlist…
35429
mukul-dutt
Check whether AI recommends your brand — mentions, ranks, and citations across …
35430
znz-systems
mcp-meet Claim 1
One-click Google Meet scheduling and Apple Calendar mirroring with smart availa…
N/A N/A 83
35431
preedew17
Enables AI assistants to save and search bookmarks using OpenAI's RAG capabilit…
N/A N/A
35432
Kaanthan24
AI marketplace — flights, tours, activities, transport & more via MCP. No auth …
35433
andrewlamamills-tech
MissingLinkz Claim
Campaign link infrastructure for AI agents — validate, build, and inspect UTM-t…
N/A N/A 95
35434
DonutLabs-ai
An implementation that enables interaction with the Solana blockchain through t…
N/A N/A 95
35435
aspose-words
Aspose.Words MCP is a FastMCP-based MCP server built on top of Aspose.Words for…
N/A N/A
35436
anomalyarmor-uib0
AnomalyArmor Claim
Data observability for AI agents. Query alerts, monitor freshness, investigate …
81
35437
Neji402
engedi Claim
93 tools: finance, weather, news, travel, knowledge, SEO. 27 free + 66 paid via…
N/A N/A
35438
FlawlessByte
Paper-backed quant trading methods and a deterministic, no-LLM decision helper …
N/A N/A
35439
tooyipjee
TS version of yahoo finance mcp.
81
35440
XD06
A controlled local program execution bridge for mobile MCP clients, exposing st…
35441
Kommisaar
An MCP server that decompiles and inspects .NET assemblies to C# source, wrappi…
N/A N/A
35442
junter1989k-ai
Romania e-Factura invoices for AI agents: build UBL 2.1 CIUS-RO, upload to ANAF…
35443
indifferentketchup
boocontext Claim
Generates a comprehensive context map of your codebase to reduce token usage fo…
N/A N/A
35444
open-video-mcp
AI-powered video platform management — upload videos, manage channels, track an…
N/A N/A 95
35445
linomck
A powerful Model Context Protocol (MCP) server that seamlessly integrates AI as…
35446
foxter-io
Full-featured MCP server that exposes 36 tools for interacting with PostgreSQL …
35447 N/A N/A 95
35448
CSOAI-ORG
MEOK EU AIGC Icon MCP — EU AI Act Article 50 + Code of Practice 2nd draft AI-ge…
35449 N/A N/A 95
35450
menemy
sideshell Claim
AI sidecar terminal — let Claude/Cursor run commands in a visible, persistent t…
N/A N/A
Showing 35401–35450 of 64698 servers
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