MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

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30006
Discovered
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24039
Scored
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1224
Verified
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16961
Complete
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Last updated 3 weeks, 3 days ago

Grade Distribution

Score Distribution

🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
24351
noelregis18
A full-stack web application that allows users to upload, view, edit, and delet…
 — ○ ⏳ — N/A N/A — 95 —
24352
Knowledge synthesis MCP server with vector-deduplicated lessons and x402 microp…
 — ○ ⏳ — N/A N/A — — —
24353
hiing
Provides access to the Chinese Buddhist Electronic Text Association (CBETA) onl…
 — ○ ⏳ — — — — 81 —
24354
hagaihen
— ○ — N/A N/A — 95 —
24355
MCP server bridging GitHub webhooks via Cloudflare Worker for real-time event s…
 — ○ ⏳ — N/A N/A — — —
24356
ArcSelf
arc-security Claim
Scan AI agent skills for 25 attack classes + runtime monitoring. 1,316+ finding…
 — ○ — N/A N/A — 95 —
24357
browser-mcp Claim
Control your real Chrome from Claude Code. 29 tools with CAPTCHA solving and mu…
 — ○ ⏳ — N/A N/A — — —
24358
cocaxcode
devflow-mcp Claim
MCP server connecting Jira (Cloud + Server) with GitHub/GitLab. Branches, issue…
 — ○ ⏳ — N/A N/A — — —
24359
soundstear
sdadasads Claim
— ○ — N/A N/A — 95 —
24360
Offline AI-powered local file search. BM25 + semantic hybrid search across all …
 — ○ ⏳ — N/A N/A — — —
24361
Offline AI-powered local file search. BM25 + semantic hybrid search across all …
 — ○ ⏳ — N/A N/A — — —
24362
18 tools for US stock screeners, chart patterns, options flow signals and equit…
 — ○ ⏳ — — — — — —
24363
mcp-server Claim 1
Architecture visibility and control for agentic engineering.
 — ○ — N/A N/A — 81 —
24364
arturkoter
Connect Claude to your SavvyCal account. List upcoming meetings, check your ava…
 — ○ ⏳ — — — — — —
24365
hamster-blip
Enables AI assistants to access and analyze Oura Ring health data including sle…
 — ○ — — — — 81 —
24366
Access Reddit posts, YouTube video details, podcast episodes, and Hacker News s…
 — ○ ⏳ — — — — — —
24367
proxmox Claim
Manage Proxmox VE infrastructure including virtual machines, containers, storag…
 — ○ ⏳ — — — — — —
24368
post-pulse
PostPulse Claim
PostPulse is a unified API and integration suite that handles the complexity of…
 — ○ ⏳ — — — — — —
24369
pixelixe
Pixelixe Claim
Brand-safe MCP for AI agents to create editable, on-brand graphics and automate…
 — ○ ⏳ — — — — — —
24370
MCP Server that transforms ComfyUI workflows into AI-callable tools for MCP Host
 — ○ ⏳ — N/A N/A — — —
24371
rafteles2016
An MCP server for automating Microsoft Dynamics CRM and Power Platform through …
 — ○ ⏳ — — — — — —
24372
aeo Claim
Scan any website for AI readiness — 100-point score across 6 AEO categories in …
 — ○ ⏳ — — — — — —
24373
ProofSlip Claim
Receipt-based verification for AI agent workflows — create, verify, and poll ep…
 — ○ ⏳ — N/A N/A — — —
24374
toolmesh Claim
MCP gateway with authorization, credential injection, audit logging, and output…
 — ○ ⏳ — — — — — —
24375
misaka2f07
calc Claim
— ○ — N/A N/A — 95 —
24376
asmaaziry19
test Claim
— ○ ⏳ — N/A N/A — 95 —
24377
Validate and verify data from other agents before acting on it. Zero LLM costs.
 — ○ ⏳ — N/A N/A — — —
24378
Parse and extract structured data from various document formats (PDF, Word, HTM…
 — ○ ⏳ — N/A N/A — — —
24379
Compare flashcard apps, spatial memory science, and aphantasia learning guides.
 — ○ ⏳ — N/A N/A — — —
24380
Validate, transform, and normalize structured data for AI agents.
 — ○ ⏳ — N/A N/A — — —
24381
found402
Gives your agent spending awareness it doesn't have natively. Tracks cumulative…
 — ○ — — — — 81 —
24382
Extract and process web content into clean, structured formats optimized for LL…
 — ○ ⏳ — N/A N/A — — —
24383
Bitbucket Cloud MCP in Go: complete API auto-generated from spec, customizable …
 — ○ ⏳ — N/A N/A — — —
24384
Property intelligence MCP: zoning, buildability, flood zones & environmental ri…
 — ○ ⏳ — — — — — —
24385
vmanoilov
secu Claim
— ○ — N/A N/A — 95 —
24386
mssql-reader Claim 1
Read-only MCP server for Microsoft SQL Server — schema discovery, profiling, sa…
 — ○ — N/A N/A — 81 —
24387
MCP server for Databricks, BigQuery, PostgreSQL, MySQL, SQL Server, SQLite, Mar…
 — ○ ⏳ — N/A N/A — — —
24388
thomwseo
Score MCP tool definitions 0-100. Checks names, schemas, annotations, and uniqu…
 — ○ ⏳ — — — — — —
24389
agentguard47 Claim
MCP server for coding-agent traces, alerts, costs, usage, and budget health.
 — ○ ⏳ — N/A N/A — — —
24390
Persistent cloud memory for AI agents. Store and search key-value memories acro…
 — ○ ⏳ — — — — — —
24391
CodyWatters
riveter Claim 1
MCP server for Riveter's enrichment, scraping, and monitoring API
 — ○ — N/A N/A — 83 —
24392
FedericoSRT
— ○ ⏳ — N/A N/A — 95 —
24393
ddonathan
Enables direct interaction with MySQL databases through SQL queries, table expl…
 — ○ — — — — 81 —
24394
feeefapp
Enable AI assistants to interact seamlessly with Feeef e-commerce stores, produ…
 — ○ — N/A N/A — 95 —
24395
197 MCP tools from 74 developer APIs — screenshots, email, NLP, WHOIS, QR, PDF,…
 — ○ ⏳ — N/A N/A — — —
24396
zooidfund Claim
MCP server for AI agents to discover campaigns by humans and donate USDC direct…
 — ○ ⏳ — — — — — —
24397
Maxli53
Provides 115+ MCP tools for comprehensive WooCommerce store management includin…
 — ○ — — — — 81 —
24398
mcp-server Claim
Healthcare data: drugs, providers, diagnoses, labs, vaccines, claims, and Medic…
 — ○ — N/A N/A — 83 —
24399
Figma MCP server for AI agents. 9 tools: design context, variables, screenshots…
 — ○ ⏳ — N/A N/A — — —
24400
wazionapps
nexo Claim
Cognitive memory for AI agents with Atkinson-Shiffrin memory model (STM/LTM/sen…
 — ○ ⏳ — N/A N/A — — —
Showing 24351–24400 of 30006 servers
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