MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 1 week, 5 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
351
AnuragRai017
A Claude integration that enables updating various database types (PostgreSQL, …
A 85 66 92 100 92 38 81 91
352
palewire
Datawrapper Claim
A Model Context Protocol (MCP) server and app for creating Datawrapper charts u…
A 85 55 84 82 N/A 80 83 97
353
agentic-community
Enterprise-ready MCP Gateway & Registry that centralizes AI development tools w…
A 85 54 94 61 N/A 86 90 95
354
akshatnerella
Arduino MCP Server Claim 2
Arduino MCP server for CLI setup, board detection, compile/upload, serial monit…
A 85 55 94 82 N/A 53 95 92
355
unclaimed-sol
unclaimed-sol Claim
Scan and reclaim dormant SOL from your Solana wallet. Powered by UnclaimedSOL.
A 85 54 90 77 N/A 72 90 94
356
LWTlong
ai-dev-analytics Claim 1
An open-source observability layer for AI coding. Silently tracks dev tokens/ti…
A 85 44 84 N/A N/A 70 95 85
357
timesheetIO
timesheet.io MCP server - manage timers, projects, tasks and reports
A 85 54 94 72 N/A 87 81 93
358
christerso
celestial-node Claim 1
Real-time space data — ISS tracking, rocket launches, space news, Mars weather,…
A 85 55 90 100 N/A 49 83 93
359
blueprint-infrastructure
Solentic Claim
Native Solana staking infrastructure for AI agents. 18 MCP tools for staking, u…
A 85 66 84 80 93 71 82 100
360
barryyip0625
mcp-discord Claim
Implement Discord MCP server enabling AI assistants to interact with the Discor…
A 85 54 90 72 N/A 79 90 92
361
udhaykumarbala
AI image generation and editing with Google Gemini. Structured JSON editing.
A 85 44 84 N/A N/A 75 83 97
362
markswendsen-code
mcp-costco Claim
Enables interaction with Costco.com via browser automation to search products, …
A 85 55 94 100 N/A 30 95 86
363
biocontext-ai
knowledgebase-mcp Claim 1
BioContextAI Knowledgebase MCP server for biomedical agentic AI
A 85 66 81 92 90 75 83 88
364
jztan
pdf-mcp Claim
Production-ready MCP server for PDF processing with intelligent caching.
A 85 55 76 82 N/A 72 95 100
365
blocklens
Bitcoin on-chain analytics — 109 metrics: MVRV, SOPR, NUPL, HODL Waves, CDD, cy…
A 85 64 100 82 92 39 83 98
366
zhijiew
Provides web content extraction, search capabilities (web, arXiv, SSRN, images)…
A 85 66 84 92 100 42 81 100
367
enharper
Connects to the Tentahead API to facilitate campsite searching and group trip p…
A 85 66 100 78 97 50 81 94
368
danishashko
make-mcp Claim 1
Unofficial MCP server for Make.com automation - build, validate & deploy scenar…
A 85 55 90 100 N/A 58 83 84
369
OwlTing
OwlPay MCP Server Claim
Enables LLMs to search and retrieve OwlPay documentation directly through natur…
A 85 66 84 100 94 45 81 94
370
la-rebelion
Strava MCP tools for AI: athletes, activities, segments, clubs, routes. Powered…
A 85 66 90 76 96 58 81 100
371
tantiope
datadog-mcp Claim
Full Datadog API access: monitors, logs, metrics, traces, dashboards, and obser…
A 85 54 94 75 N/A 77 83 91
372
sh-patterson
legiscan-mcp Claim
Access legislative data from all 50 US states and Congress — search bills, get …
A 85 55 94 75 72 84 95
373
laibniz
ScholarFetch Claim
Multi-engine scholarly research server for search, traversal, full text, and re…
A 85 66 100 78 82 71 81 92
374
ondata
ckan-mcp-server Claim 1
MCP server for interacting with CKAN open data portals
A 85 66 85 66 100 85 82 90
375
BalajiSriraman
Clerk MCP Server Claim
Enables AI assistants to query and manage Clerk organizations, users, members, …
A 85 66 100 80 94 48 82 94
376
BalajSaleem
criterion Claim 1
Semantic search across 6,236 Quran verses and 12,416 authentic Hadiths for Isla…
A 85 66 92 93 94 39 81 97
377
frappe
mcp Claim
Frappe MCP allows Frappe apps to function as MCP servers
A 85 54 96 70 N/A 60 92 100
378
gregario
3dprint-oracle Claim
3D printing filament and materials knowledge MCP server
A 85 54 90 68 N/A 71 95 97
379
Codeturion
Accurate Unity API docs (2022/2023/6) for AI agents. Prevents hallucinated sign…
A 85 55 90 82 N/A 57 95 92
380
nushey
AGENTS.md Generator Claim 1
Analyzes codebases with tree-sitter and generates AGENTS.md files for AI coding…
A 85 44 90 50 95 94
381
wei
Enables AI assistants to access HackerNews content through structured search, f…
A 85 55 90 100 51 81 94
382
n0zer0d4y
vulcan-file-ops Claim
A 85 54 100 57 N/A 72 95 100
383
nhatvu148
Transcribes videos from 1000+ platforms (YouTube, TikTok, Vimeo, etc.) and loca…
A 85 55 90 100 N/A 42 95 85
384
idanfishman
prometheus-mcp Claim
Provides seamless integration between AI assistants and Prometheus, enabling na…
A 85 55 100 60 85 83 100
385
rccyx
Enables language models to securely manage HashiCorp Vault secrets and ACL poli…
A 85 55 100 73 69 80 99
386
laundromatic
shopgraph Claim 1
Clean product data from any URL. Schema.org + AI extraction. 200 free calls/mon…
A 85 66 96 80 96 55 81 92
387
gosodax
Cross-network DeFi API data, AMM analytics, and SDK docs for 17+ networks.
A 85 66 100 70 89 66 81 99
388
ChesterRa
ccontext Claim
Provides AI agents with persistent execution context across sessions through lo…
A 85 55 94 91 N/A 39 95 92
389
sharozdawa
robotstxt-ai Claim
Analyze and generate robots.txt with AI crawler detection for 20+ bots like GPT…
A 85 44 76 N/A N/A 69 95 98
390
Ansvar-Systems
portuguese-law-mcp Claim
Portuguese legislation via MCP — full-text search across statutes and provisions
A 85 66 96 93 87 52 82 90
391
auth0
Auth0 MCP Server Claim
Auth0 MCP Server: Manage Auth0 applications, APIs, actions, logs, and forms usi…
A 85 54 84 71 N/A 82 95 92
392
toolprint
hypertool-mcp Claim
Dynamically expose tools from proxied servers based on an Agent Persona
A 85 54 96 58 N/A 78 94 100
393
brainsparker
youdotcom-mcp-server Claim 1
A Model Context Protocol (MCP) server that provides web search functionality us…
A 85 64 86 86 100 40 95 90
394
NazarLysyi
Identifies LEGO parts, sets, and minifigures from local image files using the B…
A 85 44 84 N/A N/A 61 95 95
395
chadbot0x
Crypto prices, Polymarket CLOB, AI research & web rendering. x402 Solana paymen…
A 85 66 100 86 92 45 76 100
396
salacoste
Enables users to create, manage, and monitor n8n workflows through natural lang…
A 85 55 100 66 81 81 94
397
niledatabase
nile-mcp-server Claim 1
Manage and query Postgres databases, tenants, users, auth using LLMs
A 85 54 94 73 N/A 65 89 98
398
Averyy
Enables searching and filtering over 1.5 million electronic components across J…
A 85 66 100 79 92 55 81 93
399
vasylenko
Search, read, create, and update Bear Notes directly from Claude. Local-only wi…
A 85 54 84 65 N/A 86 92 100
400
Pantheon-Security
Security-hardened Chrome automation with post-quantum encryption (ML-KEM-768 + …
A 85 54 94 72 N/A 77 87 95
Showing 351–400 of 30006 servers
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