MCP Server Quality Scores

Independent quality analysis of 69111 public MCP servers

69111
Discovered
→
33833
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56601
mpeciakk
warframe-mcp Claim
Provides AI assistants with real-time access to Warframe game data including wo…
— ○ ⏳ — — — — — —
56602
senivel
An MCP server that connects AI assistants to YNAB budgets, enabling natural lan…
— ○ ⏳ — — — — — —
56603
4shil
ytm-mcp Claim
A full-featured YouTube Music MCP server that lets AI assistants control playba…
— ○ ⏳ — N/A N/A — — —
56604
opsora-labs
A self-hosted MCP server that exposes Microsoft Planner Premium structural writ…
— ○ ⏳ — — — — — —
56605
prooflayer
Security scanner MCP server that protects AI coding agents from generating vu…
— ○ ⏳ — N/A N/A — 95 —
56606
xDarkzx
ReaperMCP Claim
Connects AI assistants to REAPER for music production, enabling full control ov…
— ○ ⏳ — N/A N/A — — —
56607
isaacchpe
A Python-based MCP server that manages a product inventory using SQLite, allowi…
— ○ ⏳ — N/A N/A — — —
56608
aauth-dev
@aauth/praca Claim 1
An MCP server that brokers discovery and interaction with AAuth resources, prov…
— ○ ⏳ — N/A N/A — 95 —
56609
pealmeida
Enables AI agents to delegate tasks, run adversarial reviews, and manage backgr…
— ○ ⏳ — N/A N/A — — —
56610
eunseopsong
nrs_llm Claim
An MCP server for ROS 2 environments that connects via rosbridge WebSocket, ena…
— ○ ⏳ — N/A N/A — — —
56611
ElizioMartins
mcp-emailjs Claim
An MCP server for EmailJS that enables AI agents to send emails, validate confi…
— ○ ⏳ — — — — — —
56612
Lone-Star-AI
Provides Claude Desktop with persistent memory across sessions, storing up to 1…
— ○ ⏳ — N/A N/A — 95 —
56613
Competitive pricing, ads, SEO moves, launches, reviews, and daily market briefs.
— ○ — N/A N/A — 81 —
56614
superposed-labs
Fluxion Bus Claim
Enables AI agents to delegate scoped tasks across multiple providers like Codex…
— ○ ⏳ — N/A N/A — — —
56615
kongyo2
MCP server to create text posts on Zetter (z-etter.com) from any MCP host, with…
— ○ ⏳ — — — — — —
56616
stophe013
Connects AI assistants like Cursor or Claude Desktop to WordPress sites via the…
— ○ ⏳ — N/A N/A — — —
56617
bitlabsdevteam
Enables AI agents to securely query governed Snowflake data and use Cortex AI t…
— ○ ⏳ — — — — 81 —
56618
KVMFleet
Read-only MCP server that allows AI assistants to query and monitor KVM Fleet d…
— ○ ⏳ — — — — — —
56619
ethereum-optimism
An MCP server for prompt injection boundary enforcement that scans URL content …
— ○ ⏳ — — — — — —
56620
alexalexalex222
A referee for self-improving AI agent loops that mines past sessions, improves …
— ○ ⏳ — N/A N/A — — —
56621
pipeworx-io
mcp-tomtom Claim
Enables AI agents to query TomTom Search and Routing APIs, including geocoding,…
— ○ ⏳ — — — — — —
56622
hajekd
mcp-daktela Claim
Read-only MCP server for the Daktela contact center REST API, providing 40 tool…
— ○ ⏳ — — — — — —
56623
gvbigdata
Enables users to access and manage their Gmail and Google Drive data via a Stre…
— ○ ⏳ — — — — — —
56624
NicolasVautrin
Enables analysis of Java call graphs in Axelor projects via ASM bytecode analys…
— ○ ⏳ — N/A N/A — — —
56625
AkshitRathore07
Real-time Indian stock market assistant with virtual trading, technical analysi…
— ○ ⏳ — N/A N/A — — —
56626
oconsole
odoo Claim
Odoo ERP for AI agents: hosted OAuth endpoint, gated writes, one endpoint for e…
— ○ ⏳ — — — — — —
56627
Leejinhoe
A Korean-centric MCP server that detects promise and schedule conflicts before …
— ○ ⏳ — — — — — —
56628
NautilusOSS
AssetMCP Claim
Provides normalized reads and unsigned transaction payloads for ASA, ARC-200, a…
— ○ ⏳ — — — — — —
56629
adrian
garmin-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
56630
andrasfe
genetic-mcp Claim
Enables evolutionary idea generation using genetic algorithms with LLM workers,…
— ○ ⏳ — N/A N/A — — —
56631
TerraDharitri
Enables interaction with the DharitrI blockchain including wallet creation, add…
— ○ ⏳ — N/A N/A — — —
56632
jellypod-inc
Jellypod Claim
Create, import, and publish Jellypod podcast episodes from your AI assistant.
— ○ ⏳ — — — — — —
56633
evertrust
An MCP server for Evertrust Stream, a PKI platform, allowing LLM clients to man…
— ○ ⏳ — — — — — —
56634
Airohh
insight-mcp Claim
Enables hybrid document search (BM25 and dense) over a configurable corpus via …
— ○ ⏳ — N/A N/A — — —
56635
openpeng
oflow-mcp Claim
An agent-native workflow MCP server that enables AI agents to execute text-defi…
— ○ ⏳ — N/A N/A — — —
56636
a-g-e-n-t-s
MCP server for sending messages to Slack channels and replying in threads, with…
— ○ ⏳ — — — — — —
56637
artemkozlenkov
An MCP server for managing Azure infrastructure from AI assistants, supporting …
— ○ ⏳ — N/A N/A — — —
56638
SimonBerg255
Provides real-time access to Italian legislation and administrative court rulin…
— ○ ⏳ — — — — — —
56639
andrewdryga
emisar Claim
Let AI operate servers without SSH. Choose actions, approve risky changes, and …
— ○ ⏳ — — — — — —
56640
Perseus-Computing-LLC
Local-first MCP memory server: SQLite, FTS5 and vector search, AES-256-GCM. 43 …
— ○ ⏳ — N/A N/A — — —
56641
TyrelCB
Enables agentic video editing and composition via MCP, allowing creation and ma…
— ○ ⏳ — N/A N/A — — —
56642
YakshithK
Enables Claude Desktop to directly access and manage Obsidian vault files, supp…
— ○ ⏳ — N/A N/A — — —
56643
malkreide
Enables querying Swiss labor market statistics (unemployment, job seekers, open…
— ○ ⏳ — — — — — —
56644
rayyan666
Hermes Claim
An AI-powered developer productivity server that enables managing emails, analy…
— ○ ⏳ — N/A N/A — — —
56645
claudetest Claim 1
Playwright & Appium test automation for Claude. Generate tests, diagnose failur…
— ○ — N/A N/A — 69 —
56646
CSOAI-ORG
file-organizer-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
56647
SurajKGoyal
amnesic Claim
Persistent semantic memory for SQL databases. Postgres, MySQL, MSSQL, SQLite.
— ○ ⏳ — N/A N/A — — —
56648
forgemeshlabs
Cryptographic receipts for AI outputs — signed, chain-anchored, $0.001/call
— ○ ⏳ — — — — — —
56649
rededis
MCP server for Microsoft Dataverse API with safe-by-default configuration. Work…
— ○ ⏳ — — — — — —
56650
Rumblingb
Centralized API gateway routing to MCP servers with per-call billing
— ○ ⏳ — N/A N/A — — —
Showing 56601–56650 of 69111 servers