MCP Server Quality Scores

Independent quality analysis of 44440 public MCP servers

44440
Discovered
29486
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44251
spajjuri.pro
vsfclubnew5 Claim
N/A N/A 95
44252 N/A N/A 95
44253
CSOAI-ORG
project-management-ai-mcp MCP server by MEOK AI Labs
N/A N/A
44254
CSOAI-ORG
meok-dora-tlpt-planner-mcp MCP server by MEOK AI Labs
N/A N/A
44255
fraim-ai
Enables semantic search of project documentation using hybrid vector and full-t…
81
44256
xue20010808
threatnews2 Claim
N/A N/A 95
44257
xiaobenyang-com
Transform and analyze text in one place. Convert case, trim whitespace, reverse…
N/A N/A 95
44258
cortezcristian
An implementation that enables AI assistants to interact with Kubecost cost man…
81
44259
CSOAI-ORG
document-comparison-ai-mcp MCP server by MEOK AI Labs
N/A N/A
44260
cdugo
DocsFetcher Claim
Fetch npm package documentation and present it for LLMs.
N/A N/A 95
44261
KorovkoAlexander
nsys-mcp Claim
Enables GPU profiling and performance analysis via NVIDIA Nsight Systems, allow…
N/A N/A 95
44262
MCP-Mirror
Enables AI assistants to manage cloud infrastructure through natural language b…
81
44263
invarium-ai
invarium Claim
81
44264
Agentaudit
Compliance infrastructure for agentic AI. Immutable audit logging, policy enfor…
N/A N/A 95
44265
x86ed
Provides AI assistants with real-time aircraft tracking, FAA registration, and …
44266
NimbleBrainInc
Enables communication through Twilio's API including sending SMS/WhatsApp messa…
81
44267
zw008
VMware-AVI Claim
VMware AVI Load Balancer (NSX ALB) management plus AKO Kubernetes integration. …
44268
garoon
Official local MCP server for Garoon, enabling AI assistants to interact with t…
44269 N/A N/A 95
44270
wyre-technology
MCP server for Ironscales — phishing incident management, email classification,…
44271
agents-finance
bank Claim
The financial layer for the agent economy. Self-custody wallets, on-chain USDC …
81
44272
EverMint-app
evermint-mcp Claim
Mint tamper-evident receipts for AI agent actions. The notary layer for agent-t…
N/A N/A
44273
bluestemso
Provides full access to the Coda API v1, enabling AI agents to interact with Co…
44274
protae5544
websites Claim
N/A N/A 95
44275
nesirat
A comprehensive system that helps organizations track, manage, and respond to s…
44276
gul-tekinmuhendislik
Ürünler, projeler, blog yazıları, markalar, hizmetler ve kategoriler için okuma…
N/A N/A 95
44277
dlasky
Provides graph-based semantic memory storage and retrieval using vector embeddi…
81
44278
TXRISK
txrisk-tools Claim
TXRISK is a bounded risk-decision MCP for wallets, approvals, transfers, webhoo…
81
44279 N/A N/A 95
44280
CarbonCashmere
Crypto intelligence MCP: 104 tools for market data, ML signals, on-chain analyt…
44281
garagon
Aguara MCP Claim
Security scanner for AI agent skills and MCP servers
N/A N/A 95
44282
impca201
A remote MCP server that searches Google Flights for flight information and air…
81
44283 N/A N/A 95
44284 N/A N/A 95
44285
sancovp
starlog-mcp Claim
STARLOG is a documentation workflow MCP server for Claude Code that manages pro…
N/A N/A
44286
ahmedEid1
Read-only MCP over an agentic SLR workspace with per-claim citation verification
44287
adelaidasofia
FastMCP server for Obsidian wikilink suggestions from a pre-computed knowledge …
N/A N/A
44288
ampeco
Transforms OpenAPI specs into an MCP server, enabling dynamic API interaction t…
44289
ARTEMKOPIK
chatgpt Claim
N/A N/A 95
44290
apideck
Model Context Protocol server for the Apideck Unified API. Connect any MCP-comp…
81
44291
KalvadTech
redmine-mcp Claim
A stateless MCP server for Redmine that allows users to interact with issues, t…
44292
openstack-lightspeed
Exposes the full openstack and oc CLIs as MCP tools with read-only by default, …
44293
stevenayl
An MCP server that integrates with Missive App allowing users to create, manage…
N/A N/A 95
44294
s-palmer
Enables interaction with Gmail through OAuth 2.0 authentication, allowing users…
81
44295
Launch-On-Basis
Provides 205 tools for the Basis protocol on BNB Smart Chain, enabling trading,…
44296
MarvelNwachukwu
mcp-pear Claim
Read-only MCP server for Pear Protocol that gives Claude access to markets, pai…
44297 N/A N/A 95
44298
franklinbaldo
Bridges AI agents to the Brazilian SEI system, enabling listing processes, read…
44299
keremurat
JSON Compare Claim
Compare two JSON files deeply without worrying about key or array order. Detect…
N/A N/A 95
44300
gauravsaini
Provides AI assistants with comprehensive access to Gluestack UI components, so…
Showing 44251–44300 of 44440 servers