MCP Server Quality Scores

Independent quality analysis of 69343 public MCP servers

69343
Discovered
→
33958
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42551
aaameobius-crypto
opendaw-mcp Claim
Enables AI agents to control a browser-based digital audio workstation (openDAW…
— ○ ⏳ — — — — — —
42552
online111111
Enables access to 11 free public APIs including weather, country info, NASA dat…
— ○ ⏳ — — — — — —
42553
BlackStar1979
TinyPyMCP Claim
A sandboxed MCP server for agents that provides file read/edit, code intelligen…
— ○ ⏳ — — — — — —
42554
yurukusa
Enables AI agents to query Japanese public data (laws, corporations, statistics…
— ○ ⏳ — — — — — —
42555
tcconnally
perseus Claim
Compile-before-context MCP server with 13 tools. Pre-resolves workspace state (…
— ○ ⏳ — — — — — —
42556
winccoa-tools-pack
A Model Context Protocol server that bridges AI assistants with WinCC OA projec…
— ○ ⏳ — N/A N/A — — —
42557
jinseok19
mcp Claim
— ○ ⏳ — N/A N/A — 95 —
42558
kristianedlund
Connects AI assistants to the Hardcover book library, enabling natural language…
— ○ ⏳ — — — — — —
42559
sanjibani
First MCP server for the auto-dealership vertical. Lets Claude, Cursor, or any …
— ○ ⏳ — — — — — —
42560
amitkumar010715
Provides geospatial intelligence for Uttar Pradesh, India, enabling geocoding, …
— ○ ⏳ — — — — 81 —
42561
valter-tonon
A MCP server for integrating with self-hosted Jira Server, enabling issue searc…
— ○ ⏳ — N/A N/A — — —
42562
pradeepjc
Exposes GitHub Copilot premium request usage as an MCP tool, providing a breakd…
— ○ ⏳ — — — — — —
42563
soapboxbuild
Python MCP server for querying Overture Maps building footprint data via addres…
— ○ ⏳ — — — — — —
42564
portdeveloper
gulltoppr Claim
Enables AI agents to resolve smart contract ABIs, read, encode, simulate, and p…
— ○ ⏳ — — — — — —
42565
sageveterinary
Query Sage Veterinary Imaging's public data including website content, provider…
— ○ ⏳ — — — — — —
42566
goncalompontes
Mind Forge Claim
Ingest, query, and generate study materials from documents (PDF, DOCX, Markdown…
— ○ ⏳ — N/A N/A — — —
42567
neugence
MCP server for Whipscribe — transcribe audio and video from a URL or local file…
— ○ ⏳ — N/A N/A — — —
42568
smartlabsAT
Enables browser automation and web interaction control through Playwright, allo…
— ○ ⏳ — N/A N/A — — —
42569
howardpen9
MCP server that wraps the Grok CLI to enable code review, adversarial testing, …
— ○ ⏳ — — — — — —
42570
softvoyagers
pagedrop-api Claim
Free instant HTML hosting API with paste, file upload, and ZIP deploy support. …
— ○ ⏳ — — — — 95 —
42571
loosheng
knife4j-mcp Claim
MCP server that converts OpenAPI documentation to Markdown with tolerant parsin…
— ○ ⏳ — N/A N/A — — —
42572
openprovider
MCP server for Openprovider.com that enables domain management actions such as …
— ○ ⏳ — — — — — —
42573
dgdev25
Mesh MCP Claim
Mesh is an MCP server that lets Claude Code, Codex CLI, and Gemini CLI call oth…
— ○ ⏳ — — — — — —
42574
squall321
digital-twin Claim
Enables natural language control of a digital twin simulation pipeline for phon…
— ○ ⏳ — N/A N/A — — —
42575
waymarks
Waymark Claim
MCP server that intercepts and controls AI agent actions in your codebase by en…
— ○ ⏳ — N/A N/A — — —
42576
axobase001
anamnesis Claim
MCP server that serves a structured belief graph extracted from Claude conversa…
— ○ ⏳ — N/A N/A — — —
42577
patrickomatik
Provides comprehensive file system operations including reading, writing, searc…
— ○ ⏳ — N/A N/A — — —
42578
tahasiddiquii
Validates SQL queries via AST parsing, ensuring they are single read-only SELEC…
— ○ ⏳ — — — — — —
42579
segentic-lab
codelens-mcp Claim
A deterministic structural code map server for AI agents, giving them the shape…
— ○ ⏳ — N/A N/A — — —
42580
quyensatoru
Enables AI to automatically perform Root Cause Analysis for app issues (e.g., s…
— ○ ⏳ — — — — — —
42581
augwalts
SkyBrain Claim
Provides a shared MCP memory layer for AI clients, backed by Cloudflare Workers…
— ○ ⏳ — — — — — —
42582
CSOAI-ORG
MEOK W3C TDM Rights MCP — EU CDSM Directive Article 4(3) Text + Data Mining opt…
— ○ ⏳ — — — — — —
42583
mwl313
KatokMcp Claim
KatokMCP lets AI assistants (Claude, OpenClaw, etc.) control KakaoTalk — Korea'…
— ○ ⏳ — N/A N/A — — —
42584
AccelByte
An MCP server that gives AI assistants tools to generate AccelByte AGS uGUI pre…
— ○ ⏳ — N/A N/A — — —
42585
jgkme
MCP server for generating, editing, and processing images via multiple provider…
— ○ ⏳ — — — — — —
42586
AlobarQuest
Enables infrastructure operations through Claude Code by exposing 195 tools acr…
— ○ ⏳ — N/A N/A — — —
42587
savantcat
生成式AI备案、AI生成内容标识、深度合成、算法备案:条文级问答 + 按条号取法规原文 + 应办清单(中文)
— ○ ⏳ — — — — — —
42588
lehre-labs
Auto-discovers llms.txt documentation from project dependencies and exposes it …
— ○ ⏳ — N/A N/A — — —
42589
zyf0717
repo-context Claim
Read-only repository context explorer for coding agents. Provides repository ex…
— ○ ⏳ — N/A N/A — — —
42590
gabogabucho
ACDP Claim
Enables multiple AI agents to coordinate work on the same codebase by providing…
— ○ ⏳ — — — — — —
42591
reurinkkeano
serpent Claim
A metasearch backend MCP server that aggregates results from multiple search en…
— ○ ⏳ — — — — 81 —
42592
pipeworx-io
mcp-adzuna Claim
Provides access to Adzuna's global job-board aggregation, enabling job search, …
— ○ ⏳ — — — — — —
42593
mauriziomocci
mcp-cronos Claim
MCP server for structured daily work diary management, enabling entries, standu…
— ○ ⏳ — N/A N/A — — —
42594
robcerda
Connects Claude with the Tesla Owner API, enabling authentication and data retr…
— ○ ⏳ — — — — — —
42595
ultrathinker
Tabduct Claim
Enables CLI coding agents to interact with your live browser tabs via MCP, usin…
— ○ ⏳ — N/A N/A — — —
42596
monotykamary
Provides AI-driven development tools including file system operations, multi-la…
— ○ ⏳ — N/A N/A — — —
42597
nyaoouo
A headless MCP server that manages multiple independent IDA Pro worker processe…
— ○ ⏳ — N/A N/A — — —
42598
mithun4elp
Generate engineer-grade SaaS specifications — design systems, database schemas,…
— ○ ⏳ — N/A N/A — — —
42599
ccchenhuohuo
Remote MCP server for read-only Sorftime Enterprise API access, enabling produc…
— ○ ⏳ — N/A N/A — — —
42600
escapeboy
FleetQ Claim
**AI Agent Mission Control** — orchestrate AI agents, experiments, workflows, c…
— ○ ⏳ — — — — 81 —
Showing 42551–42600 of 69343 servers
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