MCP Server Quality Scores

Independent quality analysis of 69052 public MCP servers

69052
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62401
42Research
Enables crash dump analysis and kernel debugging by integrating the real crash …
— ○ ⏳ — N/A N/A — — —
62402 — ○ ⏳ — N/A N/A — 95 —
62403
Guitarmaniac24
GetABrain Claim
Real human judgment as agent tools — ask a question, get a structured human ans…
— ○ ⏳ — N/A N/A — — —
62404
edgardomunoznajar
Search 529K US statute sections. 50 states + USC + CFR. Semantic search, citati…
— ○ ⏳ — N/A N/A — 95 —
62405
whatevr Claim 1
Log meals and read calories and macros from any AI assistant. Pairs with the wh…
— ○ — — — — 67 —
62406
postoria-app
Enables MCP-compatible clients to create, schedule, queue, inspect, and delete …
— ○ ⏳ — — — — — —
62407
squidcode
timebook-cli Claim
Official MCP server for [Timebook](https://usetimebook.com) — time tracking, in…
— ○ ⏳ — — — — 81 —
62408
christianGRogers
An MCP server that exposes comprehensive Yahoo Finance data (quotes, financials…
— ○ ⏳ — — — — — —
62409
TheRealAlexV
w2w-mcp Claim
MCP server integrating with When2Work scheduling API, enabling AI assistants to…
— ○ ⏳ — N/A N/A — — —
62410
Bluesoul-Technology
Persistent, portable, bitemporal memory layer — recalled proactively across you…
— ○ ⏳ — — — — — —
62411
openshift-eng
A comprehensive, AI-powered performance analysis and monitoring platform for Op…
— ○ ⏳ — — — — — —
62412
wspotter
Enables semantic search across multiple knowledge datasets using FAISS vector e…
— ○ ⏳ — N/A N/A — 95 —
62413
sahmed730
Bridges AI assistants with WizTree to scan drives, find large files/folders, an…
— ○ ⏳ — N/A N/A — — —
62414
ejentum
Provides a deterministic, keyless two-pole terrain map from an agent's task fra…
— ○ ⏳ — — — — — —
62415
xiaoanran0602-pixel
Screenplay, film and story toolkit over MCP: PDF formatting, stats, diagnosis, …
— ○ ⏳ — — — — — —
62416
ouzlifaneyassine1-dot
onyx MCP Claim
Local MCP server that gives AI agents 44 engine tools to build, run, and debug …
— ○ ⏳ — N/A N/A — — —
62417
ATERCATES
MCP server for integrating with Bitbucket Cloud and Server APIs, enabling AI as…
— ○ ⏳ — — — — — —
62418
AiAgentKarl
Enables AI agents to connect and interact with common business platforms like S…
— ○ ⏳ — — — — 81 —
62419
DevEngageLab
Enables AI assistants to send template-based SMS messages through EngageLab. Su…
— ○ ⏳ — N/A N/A — — —
62420
mcpflow
Enables to interact with Nylas API for email, calendar, and contacts via MCP, p…
— ○ ⏳ — — — — — —
62421
pipeworx-io
mcp-overpass Claim
Enables programmatic queries against the OpenStreetMap database using the Overp…
— ○ ⏳ — — — — — —
62422
elijahmoses1000-jpg
Provides access to 141 operational workflows across 17 departments, an intellig…
— ○ ⏳ — — — — 81 —
62423
AndroidPoet
rndocs Claim
Search and read React Native documentation offline from the terminal.
— ○ ⏳ — N/A N/A — — —
62424
JonasKlimt
ie-mcp Claim
An MCP server that guides Copilot to version-correct documentation and source c…
— ○ ⏳ — N/A N/A — — —
62425
Pantalones411
so-easy-mcp Claim
A full social media management MCP server enabling post, read, schedule, and an…
— ○ ⏳ — N/A N/A — — —
62426
RailKill
Model Context Protocol (MCP) server to execute aider-specific code editing oper…
— ○ ⏳ — N/A N/A — — —
62427
spudmashmedia
unity-kb-mcp Claim
An MCP Server that provides Retrieval-Augmented Generation (RAG) capabilities t…
— ○ ⏳ — N/A N/A — — —
62428
ai-mcp-garage
Enables interaction with Apple's Find My network to track devices, check batter…
— ○ ⏳ — — — — 81 —
62429
DC925928496
AI-godot-mcp Claim
Enables AI-driven game development by providing MCP tools to interact with the …
— ○ ⏳ — N/A N/A — — —
62430
8bkmv4dm4z-source
Enables AI agents to browse, search, and book meeting rooms across multiple bui…
— ○ ⏳ — N/A N/A — — —
62431
margint-ai
Enables querying Margint per-customer AI margins and costs from MCP clients. Pr…
— ○ ⏳ — — — — — —
62432
YuChenXin-ZJU
Connects your Zotero research library with AI assistants (Claude, ChatGPT, etc.…
— ○ ⏳ — N/A N/A — — —
62433
truetick-gg
truetick-mcp Claim
Manage TrueTick Minecraft hosting servers from AI agents: create/start/stop, li…
— ○ ⏳ — — — — — —
62434
ewongz
Provides MCP servers for Claude to access fitness data from Strava and interval…
— ○ ⏳ — — — — — —
62435
gordo-labs
MCPBasket Claim
MCP server that provides pre-checkout basket tools and a local API/viewer, enab…
— ○ ⏳ — N/A N/A — — —
62436
t11003
MCP_repo Claim
Enables teams to build custom MCP servers with AI agents, supporting tool defin…
— ○ ⏳ — N/A N/A — — —
62437
Andreymi
An MCP server that breaks down complex concepts into fundamental logical compon…
— ○ ⏳ — N/A N/A — — —
62438
KSroido
Free Kagi Search MCP server — access search and summarizer via session tokens, …
— ○ ⏳ — N/A N/A — — —
62439
H234598
A local MCP server that controls two Codex CLI agent instances via tmux, enabli…
— ○ ⏳ — N/A N/A — — —
62440
CSOAI-ORG
ai-ops-mcp Claim
ai-ops-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
62441
shuji-bonji
An MCP (Model Context Protocol) server that provides structured access to ISO 3…
— ○ ⏳ — N/A N/A — — —
62442
wyverns76-J
MCP server that enables Claude Desktop to access real-time sports data includin…
— ○ ⏳ — — — — — —
62443
jeromeetienne
mcp-now Claim
Provides tools to get the current date and time, with optional timezone support…
— ○ ⏳ — — — — — —
62444
facesignai
facesign-mcp Claim
Build and test FaceSign step-up verification flows from your AI coding tool
— ○ ⏳ — — — — — —
62445
Picaresco
Enables read-only querying and diagnostics of Fortigate firewalls via SSH, prov…
— ○ ⏳ — N/A N/A — — —
62446
bystray
Compare LLM inference costs vs OpenAI/Anthropic/DeepSeek. Gonka is up to 6800x …
— ○ ⏳ — — — — — —
62447
Avivcha
pody-mcp Claim
Israeli podcast & content marketplace MCP — 7 tools: studios, podcasts, glossar…
— ○ ⏳ — — — — — —
62448
MartinCley
Enables users to access SharePoint files via Microsoft Graph and transfer them …
— ○ ⏳ — — — — — —
62449
torosent
Provides Yahoo Finance data including stock info, historical prices, dividends,…
— ○ ⏳ — — — — — —
62450
alleneubank
tilt-mcp Claim
MCP server for Tilt CLI integration, enabling AI assistants to monitor and mana…
— ○ ⏳ — N/A N/A — — —
Showing 62401–62450 of 69052 servers