MCP Server Quality Scores

Independent quality analysis of 48850 public MCP servers

48850
Discovered
29680
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
20451
sarveshtalele
personal-finance Claim
54 robust financial calculators based on deterministic mathematical principles.
B 75 33 72 N/A N/A 55 95
20452
orneryd
NornicDB Claim
Nornicdb is a distributed low-latency, Graph+Vector, Temporal MVCC with all sub…
B 75 43 94 41 N/A 71 89
20453
SkyBlob12
Strava MCP Server Claim
Connects Claude to your Strava account for analyzing training, predicting race …
B 75 33 82 N/A N/A 35 95
20454
georgeantonopoulos
MCP server for Basecamp 3 with OAuth, FastMCP, and 75 tools for projects, todos…
B 75 44 90 66 N/A 54 80
20455
actionhero
keryx Claim
Keryx: The Fullstack TypeScript Framework for MCP and APIs
B 75 33 60 N/A N/A 73 95
20456
OxygenBubbles
freeagent-mcp-server Claim 2
FreeAgent accounting MCP: bank reconciliation, expenses, mileage claims and rec…
B 75 33 84 N/A N/A 71 67
20457
jevy
A server that integrates with Claude Desktop to enable real-time web research c…
B 75 43 100 46 N/A 43 95
20458
jjang-ai
vmlx Claim 1
vMLX - JANGTQ Uber Compressed MLX Models - L2 Disk Cache (survives restart) + L…
B 75 33 60 N/A N/A 73 95
20459
andrewwgordon
MCP server providing LLMs with safe, read-only access to the Chinook SQLite sam…
B 75 33 76 N/A N/A 46 95
20460
UpGPT-ai
devfeed-mcp Claim
A personalized developer community reader that enables AI assistants to provide…
B 75 33 72 N/A N/A 53 95
20461
joeymeere
emcp Claim 1
A framework for building simple MCP servers with custom middleware
B 75 43 84 71 N/A 40 95
20462
douglaslinsmeyer
PensionPro Claim 2
MCP server for the PensionPro pension administration REST API.
B 75 33 71 N/A N/A 73 83
20463
BrunoKrugel
echo-mcp Claim
A zero-configuration Go library to automatically expose any existing Echo web f…
B 75 44 84 62 73 80
20464
CSOAI-ORG
EU AI Act Article 50 watermarking + transparency compliance MCP. Built for the …
B 75 33 72 N/A N/A 53 95
20465
westvegh
exerciseapi Claim
Give your AI coding agent direct access to 2,198+ exercises via exerciseapi.dev
B 75 33 78 N/A N/A 58 83
20466
lanchuske
local-mcp Claim
Native macOS MCP server — 82 tools for Mail, Calendar, Teams, OneDrive and more.
B 75 33 70 N/A N/A 55 95
20467
corbym
backlog-mcp Claim
MCP server that gives AI agents structured read/write access to a story-based p…
B 75 33 60 N/A N/A 72 95
20468
staticpayload
oh-my-codex Claim
oh-my-codex (omx) — Orchestration layer for OpenAI Codex CLI. Async Claude Code…
B 75 33 72 N/A N/A 52 95
20469
levnikolaevich
Plugin suite + bundled MCP servers for Claude Code. Full delivery lifecycle: Ag…
B 75 33 60 N/A N/A 75 95
20470
diaorui
Enables AI agents to trade leveraged perpetual futures on Solana's Jupiter Perp…
B 75 44 96 72 40 77
20471
Smart-AI-Memory
empathy-framework Claim
Five-level AI collaboration system with persistent memory and anticipatory capa…
B 75 43 60 70 N/A 85 92
20472
EthanAckerman-git
preflight-ios-mcp Claim
57 tools for AI-powered iOS Simulator automation — tap, swipe, type, screenshot…
B 75 33 72 N/A N/A 55 95
20473
onetrueclaude-creator
Surface forgotten notes from markdown vaults using DMN-inspired replay cycle to…
B 75 33 72 N/A N/A 52 95
20474
noeatme
servers Claim
B 75 43 86 58 N/A 53 95
20475
MarkAC007
mcp-server-scf Claim 1
MCP server for the SCF Controls Platform — 72 tools for controls, evidence, ris…
B 75 33 61 N/A N/A 88 83
20476
benswel
QR for Agent Claim
Dynamic QR codes for AI agents — custom styling, scan tracking, webhooks
B 75 43 96 72 N/A 38 81
20477
kruschdev
A persistent, PostgreSQL-backed repository management system and semantic memor…
B 75 33 84 N/A N/A 35 95
20478
Reim-developer
Sephera Claim
Fast local-first Rust CLI for codebase metrics, AST-compressed LLM context bund…
B 75 33 60 N/A N/A 72 95
20479
redf0x1
camofox-mcp Claim
Anti-detection browser MCP server for AI agents — navigate, interact, and autom…
B 75 44 66 75 N/A 87 77
20480
jalpp
ChessAgine MCP Claim
Enables comprehensive chess analysis through Stockfish engine integration, posi…
B 75 44 78 72 65 81
20481
cyanheads
Vendor status pages, TLS cert inspection, DNS propagation checks, and incident-…
B 75 33 72 71 83
20482
duksh
PeerGlass Claim
Provides global internet resource intelligence by querying RIRs for IP and ASN …
B 75 44 90 58 63 82
20483
mailgun
Mailgun MCP Server Claim 1
A Model Context Protocol server implementation that enables AI assistants like …
B 75 43 75 71 N/A 62 90
20484
dingdawg
Universal governance layer for AI agents. MCP-native, fail-closed, audit proofs…
B 75 33 84 N/A N/A 51 83
20485
s-b-e-n-s-o-n
portkey-admin-mcp Claim
MCP server for the Portkey AI Gateway Admin API — 150 tools for prompts, config…
B 75 43 80 68 61 85
20486
wyre-technology
hudu-mcp Claim 1
An MCP server for the Hudu IT documentation platform that provides 39 tools and…
B 75 44 75 63 82 82
20487
msenol
gorev Claim
Task management system for AI assistants with MCP protocol, templates, and bili…
B 75 43 94 32 N/A 75 95
20488
ro-ro-b
DUAL MCP Server Claim
Enables AI agents to interact directly with the DUAL Web3 Operating System for …
B 75 44 96 75 35 80
20489
asynkor
asynkor Claim
Coordination layer for AI coding agents working on the same codebase. Adds file…
B 75 33 78 43 95
20490
ExpertVagabond
oracle-cloud Claim
Oracle Cloud Infrastructure MCP server
B 75 43 90 60 N/A 55 88
20491
kydycode
A comprehensive MCP server that provides full integration between Claude and To…
B 75 44 100 57 47 81
20492
wickproject
Wick Claim
Browser-grade web access for AI agents. Fetches any webpage, returns clean mark…
B 75 33 72 N/A N/A 54 95
20493
EigenCharlie
pdf-toolkit-mcp Claim 1
Unofficial PDF toolkit (merge/split/compress/OCR/convert/watermark/protect/...)…
B 75 33 78 N/A N/A 61 83
20494
tacit-code
zenoti Claim 2
MCP server for Zenoti spa/wellness/medspa — guests, appointments, bookings, inv…
B 75 33 85 N/A N/A 46 83
20495
onetrueclaude-creator
vault-health-mcp Claim
Obsidian vault structural health: broken links, orphans, missing frontmatter, s…
B 75 33 72 N/A N/A 52 95
20496
carlosazaustre
Enables Google Developer Experts to report various activities (content creation…
B 75 44 78 73 67 81
20497
partymola
fitbit-mcp Claim 1
MCP server for the Fitbit Web API. OAuth 2.0 PKCE, local SQLite cache with auto…
B 75 33 57 77 95
20498
Couchbase-Ecosystem
mcp-server-couchbase Claim 1
Couchbase Model Context Protocol Server to interact with Couchbase clusters
B 75 43 96 43 N/A 74 80
20499
joeleesuh
servers Claim
B 75 43 86 58 N/A 55 95
20500
openmaster-ai
clawmaster Claim
Make OpenClaw usable for everyone — setup, manage, and grow it into a practical…
B 75 33 64 N/A N/A 67 95
Showing 20451–20500 of 48850 servers
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