MCP Server Quality Scores

Independent quality analysis of 69535 public MCP servers

Submit Your Server Not listed? Add & get scored →
Score Your Own Servers Free CLI for local & internal scoring →
69535
Discovered
→
34155
Scored
→
2112
Verified
→
16953
Complete
Our Methodology How we score servers → Find & Claim Your Server Free score alerts & badge →

Last updated 58 minutes ago

Grade Distribution

Score Distribution

Newly Added

Source F rosegold: offers and rewards matched to what you buy on Amazon F Motion Reel F AstroProcessor F ALT (AI Life Tracker) F

Biggest Gainers

Airport Pickups London +31 MacTech Federal Market +23 Data Center Index +12

Biggest Drops

Second Opinion -48 worldhums -48 Black Label Continuum Website MCP -48
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34401
brcarry
An MCP server that retrieves relevant code snippets and documents to assist in …
 — ○ ⏳ — — — — — —
34402
aisacAdmin
SecOps MCP Claim
Provides access to 13+ penetration testing and security audit tools through a u…
 — ○ ⏳ — — — — 81 —
34403
mcpflow
Enables AI assistants to perform comprehensive web performance analysis using G…
 — ○ ⏳ — — — — — —
34404
DevInder1
Local supply-chain CVE scanner via OSV/NVD. Scans deps and IDE extensions. No u…
 — ○ ⏳ — N/A N/A — — —
34405
axel-belfort
Sandboxed code execution API for AI agents. Execute Python, JavaScript, or SQL …
 — ○ ⏳ — N/A N/A — 95 —
34406
imshota1009
Provides persistent long-term memory for LLMs via local SQLite storage and sema…
 — ○ ⏳ — N/A N/A — — —
34407
southglory
Database schema management MCP server for Claude Code, enabling natural languag…
 — ○ ⏳ — N/A N/A — — —
34408
kamath
Provide a dedicated MCP server focused on functionalities related to Anirudh Ka…
 — ○ ⏳ — N/A N/A — 95 —
34409
deyavinaba597-pixel
ContextWeave Claim
Universal project memory engine that extracts knowledge from code and git histo…
 — ○ ⏳ — N/A N/A — — —
34410
lock3r
A project-scoped private journaling and semantic search server for Claude, usin…
 — ○ ⏳ — N/A N/A — — —
34411
kamath
AgentMail Claim
Create inboxes and send emails. Manage threads, labels, and replies to keep con…
 — ○ ⏳ — N/A N/A — 95 —
34412
tomarsachin2271
MCP server that allows querying Hyperliquid open positions and unrealized PnL f…
 — ○ ⏳ — N/A N/A — — —
34413
Tmmoore286
lockstep-mcp Claim
Enables multiple AI agents like Claude and Codex to coordinate on the same proj…
 — ○ ⏳ — N/A N/A — — —
34414
thaparSAAB14
ARCclaude Claim
Enables AI assistants to control ArcGIS Pro through natural language, executing…
 — ○ ⏳ — N/A N/A — 95 —
34415
cureonics
Canlı sahibinden.com emlak arama, detay çekimi, akıllı filtreleme (bina yaşı, k…
 — ○ ⏳ — — — — 81 —
34416
smithery-ai
A Model Context Protocol server that provides read-only access to PostgreSQL da…
 — ○ ⏳ — N/A N/A — 95 —
34417
cuongpo
Enable AI applications to seamlessly interact with the Aptos blockchain for acc…
 — ○ ⏳ — N/A N/A — 95 —
34418
junter1989k-ai
Italy payments for AI agents — cards / Apple Pay via Stripe. Never holds funds.
 — ○ ⏳ — — — — — —
34419
yuhuison
Connect to your MediaWiki using simple credentials and manage content without O…
 — ○ ⏳ — N/A N/A — 95 —
34420
ihorleleka
MCP server for searching, reading, listing, writing, and appending Markdown wik…
 — ○ ⏳ — — — — — —
34421
LayerCall
LayerCall Claim
Score an IP, email, phone, domain or device for fraud in one call, with the sig…
 — ○ ⏳ — — — — — —
34422
janedouat
mcp-test-2 Claim
— ○ ⏳ — N/A N/A — 95 —
34423
ssvasan369
A COBOL-based MCP server that provides 7.5% sales tax calculations, demonstrati…
 — ○ ⏳ — — — — — —
34424
bobbyroe
— ○ ⏳ — N/A N/A — 95 —
34425
joshuaogabriel
Australian advertising & marketing compliance for AI assistants. Scan websites,…
 — ○ ⏳ — — — — 81 —
34426
boorich
DCAP Disco Claim
Connects to the DCAP intelligence stream to discover and cache tools in real ti…
 — ○ ⏳ — — — — — —
34427
thepiruthvirajan
Enables programmatic control of AutoCAD through COM automation, allowing natura…
 — ○ ⏳ — N/A N/A — — —
34428
Racimy
iMail-mcp Claim
Retrieve Mail from icloud
 — ○ ⏳ — N/A N/A — 95 —
34429
alexalexalex222
A referee for self-improving AI agent loops that mines past sessions for workin…
 — ○ ⏳ — N/A N/A — — —
34430
danish54
An MCP server that exposes Kiwi TCMS as a set of AI-callable tools, enabling as…
 — ○ ⏳ — — — — — —
34431
bkbaheti
Enables natural language interaction with multiple Google accounts (Gmail, Driv…
 — ○ ⏳ — N/A N/A — — —
34432
UltraStarz
x402-sms Claim
Pay-per-call MCP server. $0.03 USDC sends one transactional SMS to a US phone n…
 — ○ ⏳ — N/A N/A — — —
34433
Vail-z
Enables browser automation and web interaction through structured accessibility…
 — ○ ⏳ — — — — 81 —
34434
skepty2333
Enables querying and retrieval of structured video summaries from a SQLite know…
 — ○ ⏳ — — — — — —
34435
damosullivan
daft-mcp Claim
MCP server that enables AI assistants to search Irish property listings on Daft…
 — ○ ⏳ — — — — — —
34436
Superpos-AI
superpos-mcp Claim
MCP server that connects coding agents to Superpos cloud workspace, enabling ta…
 — ○ ⏳ — — — — — —
34437
sirilahari10
Governed data pipeline for NBA ticketing and attendance data, exposing typed to…
 — ○ ⏳ — N/A N/A — — —
34438
cloudglue
Connects AI assistants to Cloudglue for video analysis, enabling video descript…
 — ○ ⏳ — — — — — —
34439
houstongolden
BAMF.ai Claim
LinkedIn and X content, scheduling, analytics and outreach agent for founders, …
 — ○ ⏳ — — — — — —
34440
jsconiers
Enables querying alternative financial data including congressional trades, ins…
 — ○ ⏳ — — — — — —
34441
fsbondtec
kicad-mcp Claim
Enables natural language interaction with KiCad projects, schematics, and PCBs,…
 — ○ ⏳ — N/A N/A — — —
34442
timwal78
x402-gated web scraping MCP server. Pay 0.01 USDC per page on Base. Returns cle…
 — ○ ⏳ — — — — — —
34443
with0utwhy
Taste Claim
Expert review for AI agents. On-chain proof of human review.
 — ○ ⏳ — — — — — —
34444
Sealjay
mcp-signal Claim
Local Signal MCP server: read via Signal Desktop, send via signal-cli
 — ○ ⏳ — N/A N/A — — —
34445
ftaxats
Provide seamless access to SalesHandy API features including user profiles, cam…
 — ○ ⏳ — N/A N/A — 95 —
34446
Andy-Corrigan-98
MCP server providing persistent brain storage for LLM agents, including memory,…
 — ○ ⏳ — — — — — —
34447
txxhxx
Analyze web links to create and manage event data efficiently. Extract event de…
 — ○ ⏳ — N/A N/A — 95 —
34448
davidalo
serial-mcp Claim
MCP server for serial port communication. Provides tools to open, read, write, …
 — ○ ⏳ — N/A N/A — — —
34449
Erlichooo
xmind-mcp Claim
Enables AI assistants to read and write XMind mind map files, allowing generati…
 — ○ ⏳ — N/A N/A — — —
34450
CSOAI-ORG
aml-ai-mcp Claim 1
6AMLD + UK MLR 2017 + FinCEN BSA AML/CFT compliance for AI-enabled transaction …
 — ○ ⏳ — N/A N/A — 81 —
Showing 34401–34450 of 69535 servers
« Prev 1 … 687 688 689 690 691 … 1391 Next »