MCP Server Quality Scores

Independent quality analysis of 59573 public MCP servers

59573
Discovered
29905
Scored
2112
Verified
16953
Complete

Last updated 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
20351
ymylive
free-search-mcp Claim
A local-first, no-API-key MCP server that enables LLMs to search the web, fetch…
B 75 33 76 N/A N/A 48 95
20352
nnar1o
kg Claim
Local knowledge graph memory MCP server for AI assistants.
B 75 33 56 N/A N/A 82 95
20353
AI-QL
mcp-devcontainers Claim 1
MCP server for generating and configuring development containers from devcontai…
B 75 33 61 73 95
20354
pickelfintech
mcp Claim 1
Institutional 13F intelligence: 8,600+ managers, holdings, peer search, sector …
B 75 33 94 N/A N/A 34 83
20355
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
20356
douglaslinsmeyer
PensionPro Claim 2
MCP server for the PensionPro pension administration REST API.
B 75 33 71 N/A N/A 73 83
20357
joeleesuh
servers Claim
B 75 43 86 58 N/A 55 95
20358
bzsanti
MCP server for PDF generation, parsing, splitting, merging, and manipulation vi…
B 75 33 61 N/A N/A 72 95
20359
Rak4n-sa
Auto-repair middleware for crypto trading bots. Fixes API errors silently in <2…
B 75 33 90 N/A N/A 25 95
20360
Sora-bluesky
kenchiku-mcp Claim 1
An MCP server for architectural CAD workflows in ZWCAD with non-uniform block s…
B 75 33 75 N/A N/A 50 95
20361
SurgeEnterpriseAI
Microsoft Teams Claim
Connect Claude to Microsoft Teams — read/send messages, list channels, search c…
B 75 33 70 N/A N/A 55 95
20362
CSOAI-ORG
code-executor-mcp Claim
code-executor-mcp MCP server by MEOK AI Labs
B 75 33 72 N/A N/A 52 95
20363
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
20364
RichardLemmon
agent-team Claim
13 specialized AI agents collaborating via SQLite. 44 MCP tools. One-command in…
B 75 33 76 N/A N/A 46 95
20365
hidai25
eval-view Claim
Regression testing framework for AI agents. Save golden baselines, detect behav…
B 75 43 96 31 N/A 90 83
20366
LvcidPsyche
auto-browser Claim
Open-source MCP-native browser agent with human takeover via noVNC, reusable au…
B 75 33 54 N/A N/A 85 95
20367
omniboard-dev
Omniboard MCP Claim
MCP server that exposes actionable Omniboard checks for the current project to …
B 75 33 78 N/A N/A 43 95
20368
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
20369
yellow-hammer
MCP для команд 1c-platform-tools. Нужно расширение 1c-platform-tools с включённ…
B 75 43 66 73 N/A 81 83
20370
halilkirazkaya
Pentester-MCP Claim
Enables AI assistants to autonomously execute over 200 open-source penetration …
B 75 33 78 N/A N/A 45 95
20371
uju777
Coupang MCP Claim
Enables searching Coupang products and checking real-time lowest prices via Cla…
B 75 33 66 62 95
20372
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
20373
jevy
A server that integrates with Claude Desktop to enable real-time web research c…
B 75 43 100 46 N/A 43 95
20374
Gennadiyev
STS2MCP Claim
Full agentic runs for Slay the Spire 2. A mod that exposes in-game state, and t…
B 75 33 66 N/A N/A 65 95
20375
GeiserX
spinnaker-mcp Claim
MCP server exposing Spinnaker CD platform via Gate API for pipeline and deploym…
B 75 33 76 N/A N/A 64 83
20376
assafkip
huntkit Claim
Investigation toolkit for Claude Code: case management, OSINT, structured analy…
B 75 33 76 N/A N/A 45 95
20377
neogeweb3
code-health-suite Claim
16 engines, 28 MCP tools for Python code quality. Zero external dependencies.
B 75 33 84 N/A N/A 35 95
20378
cyanheads
Vendor status pages, TLS cert inspection, DNS propagation checks, and incident-…
B 75 33 72 71 83
20379
Cerdore
gdb-cli Claim
A GDB debugging tool designed for AI Agents (Claude Code, etc.)
B 75 33 60 N/A N/A 73 95
20380
ericzakariasson
Enables LLMs to query and analyze PostgreSQL databases through a controlled int…
B 75 44 86 60 70 81
20381
configcat
mcp-server Claim
MCP server for interacting with ConfigCat feature flag platform. Supports manag…
B 75 43 71 71 59 95
20382
ChenLiangChong
knowledge-graph Claim
Long-term memory system for AI agents that accumulates domain expertise through…
B 75 33 72 N/A N/A 52 95
20383
Sealjay
mcp-whatsapp Claim
Single-binary Go MCP server that wraps whatsmeow to expose a personal WhatsApp …
B 75 33 72 N/A N/A 55 95
20384
mikusnuz
app-publish-mcp Claim 1
Unified MCP server for App Store Connect & Google Play Console — 91 tools for i…
B 75 33 61 71 95
20385
TrueCrimeDev
ahk-mcp Claim
AutoHotkey v2 MCP Server with prompts, tool chains, debugging, and code executi…
B 75 43 90 61 N/A 45 92
20386
royshil
OBS MCP Server Claim 1
A server that provides tools to control OBS Studio remotely via the OBS WebSock…
B 75 43 80 72 N/A 50 92
20387
xiaojiou176-open
Read-only MCP for OpenVibeCoding runs, workflows, proof, queue, replay, and inc…
B 75 33 54 N/A N/A 82 95
20388
hypescale
storyblok-mcp-server Claim 1
MCP server for the Storyblok headless CMS with 160 tools across 30 modules. Man…
B 75 44 76 72 67 84
20389
sarveshtalele
personal-finance Claim
54 robust financial calculators based on deterministic mathematical principles.
B 75 33 72 N/A N/A 55 95
20390
superseoworld
Spotify Server Claim 2
Access Spotify's music catalog and interact with tracks, albums, and artists.
B 75 43 84 71 N/A 41 94
20391
dingdawg
Universal governance layer for AI agents. MCP-native, fail-closed, audit proofs…
B 75 33 84 N/A N/A 51 83
20392
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
20393
RidioDevelopment
SocialCrawl Claim
Access 21+ social media platforms through one unified API. Profiles, posts, sea…
B 75 33 80 N/A N/A 57 83
20394
cvrt-jh
clickup-mcp Claim
Lightweight ClickUp MCP server - 37 tools, token-optimized (95% smaller respons…
B 75 43 82 53 N/A 78 85
20395
jasoncbraatz
fintable-mcp Claim
An unofficial MCP server for fintable.io that enables AI assistants to manage f…
B 75 33 76 N/A N/A 47 95
20396
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
20397 B 75 33 84 N/A N/A 32 95
20398
onetrueclaude-creator
Find where your notes disagree — contradiction detection for markdown vaults.
B 75 33 72 N/A N/A 52 95
20399
rogertheunissenmerge-oss
mcp-server Claim
Wine pairing intelligence for AI assistants. 7 MCP tools for sommelier-grade wi…
B 75 33 72 71 83
20400
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
Showing 20351–20400 of 59573 servers
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