MCP Server Quality Scores

Independent quality analysis of 69199 public MCP servers

69199
Discovered
→
33883
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50701
geraservicesuk
mcp-gerajobs Claim
Local job marketplace: search jobs, apply, post listings. 50+ countries.
— ○ ⏳ — N/A N/A — 95 —
50702
craig0100
syncro-mcp Claim
MCP server for Syncro MSP that enables managing customers, tickets, assets, con…
— ○ ⏳ — — — — — —
50703
ArchChuan
yinxiang-mcp Claim
非官方印象笔记MCP服务器,支持笔记本、原生超级笔记、原始ENML和资源附件操作。
— ○ ⏳ — N/A N/A — — —
50704
AnnasMazhar
pyspark-mcp Claim
SQL to PySpark conversion, AWS Glue job generation, and Spark code optimization.
— ○ ⏳ — N/A N/A — — —
50705
mybuddymichael
anki-mcp Claim
Enables LLMs to interact with Anki flashcard collections, including deck manage…
— ○ ⏳ — N/A N/A — — —
50706
easynet-world
Enables AI assistants like Cursor and Claude Desktop to interact with Slack wor…
— ○ ⏳ — — — — — —
50707
ivanmem
Enables managing visual novel lists on VNDB.org through natural language, inclu…
— ○ ⏳ — — — — — —
50708
NewsSpectator
Plith Rigor Claim
Structured multi-step workflows that produce production-quality deliverables. P…
— ○ ⏳ — — — — — —
50709
nyx-builds
A webhook management and delivery service with MCP tools for endpoints, deliver…
— ○ ⏳ — N/A N/A — — —
50710
akrzos
jetlag-mcp Claim
Enables listing and running Ansible playbooks, managing roles, reading docs, an…
— ○ ⏳ — N/A N/A — — —
50711
junter1989k-ai
Hungary NAV Online Szamla 3.0 invoice reporting for AI agents: report invoice d…
— ○ ⏳ — — — — — —
50712
hatchable
hatchable Claim
Build and host full-stack web apps and sites on Hatchable from any MCP client. …
— ○ ⏳ — — — — 81 —
50713
Chaos-Intelligence-Inc
MCP server for Chaos Intelligence to access Capture thoughts and Resonate posts…
— ○ ⏳ — N/A N/A — — —
50714
LeandroPG19
Cuba-Exec Claim
Advanced shell command execution for AI agents — a Model Context Protocol (MCP)…
— ○ ⏳ — N/A N/A — — —
50715
thrain-ai
blackout Claim
Permanent local PDF redaction: text is removed and verified gone, not covered. …
— ○ ⏳ — N/A N/A — — —
50716
axel-belfort
Web capture API for AI agents. Take full-page screenshots (PNG/JPEG/WebP) and g…
— ○ ⏳ — — — — 81 —
50717 — ○ ⏳ — N/A N/A — 95 —
50718
clauxel
A paid remote MCP for CLI tool MCP, built to return verdicts, receipts, usage l…
— ○ ⏳ — — — — — —
50719
iliedanila
arcscope Claim
A local MCP server that gives AI coding agents symbol definitions, dependency g…
— ○ ⏳ — N/A N/A — — —
50720
Dellety
Provides vision capabilities to Reasonix, enabling analysis of images/videos, O…
— ○ ⏳ — N/A N/A — — —
50721
datasynx
Observes tasks and generates anonymized SOPs — task tracking and SOP review via…
— ○ ⏳ — N/A N/A — — —
50722
mcp Claim 1
Play ranked FluxDots matches against humans on a shared Elo ladder. Zero-depend…
— ○ — N/A N/A — 81 —
50723
cowboy-samurai
caldera-mcp Claim
Connects MCP-compatible AI clients to a MITRE Caldera adversary emulation platf…
— ○ ⏳ — — — — — —
50724
hello-uvza
SansFiction Claim
Search, discover, and manage books across multiple sources. Connect Claude, Cha…
— ○ ⏳ — — — — 81 —
50725
husitao
Provides AI agents with Obsidian vault operations via the official CLI, includi…
— ○ ⏳ — N/A N/A — — —
50726
smantiv
Enables natural language sales analysis by connecting to a SQLite database, gen…
— ○ ⏳ — N/A N/A — — —
50727
ahays248
MCP server bridging Claude Code to local llama.cpp. Run local LLMs alongside Cl…
— ○ ⏳ — N/A N/A — — —
50728
hackerunner
psychopy-mcp Claim
An MCP server that enables Claude Code/Codex to directly control PsychoPy for d…
— ○ ⏳ — N/A N/A — — —
50729
MCP-Mirror
Enables AI assistants to interact with Testomat.io test management platform, al…
— ○ ⏳ — — — — 81 —
50730
JRWoodcock
modelmux Claim
Enables AI agents like Claude Code, Codex, and Perplexity to call each other as…
— ○ ⏳ — N/A N/A — — —
50731
theMethodolojeeOrg
Enables peer-to-peer asynchronous conversation between Claude.ai and Claude Cod…
— ○ ⏳ — N/A N/A — 95 —
50732
owenjeon
test Claim
— ○ ⏳ — N/A N/A — 95 —
50733
yutori-ai
Yutori MCP Claim
MCP server enabling web monitoring, deep research, and browser automation throu…
— ○ ⏳ — — — — — —
50734
leandrogavidia
Query VeChain accounts, transactions, blocks, and fees, and search official doc…
— ○ ⏳ — N/A N/A — 95 —
50735
jgmcalpine
Enables MCP agents to access public SEC Form 4 insider filing data via a local …
— ○ ⏳ — N/A N/A — — —
50736
HelloSafe
Compare travel insurance quotes from 15+ insurers — Schengen, WHV, students, lo…
— ○ ⏳ — — — — — —
50737
anhpdhe171578
Generates structured, comprehensive test cases from user stories, API specs, or…
— ○ ⏳ — N/A N/A — — —
50738
adamperna74
Enables restaurant management through natural language, allowing import of Toas…
— ○ ⏳ — N/A N/A — — —
50739
FootprintAI
Persistent, secure LXC sandbox environments for AI agents with native MCP suppo…
— ○ ⏳ — — — — — —
50740
bug-breeder
upnote-mcp Claim
Enables AI agents to read and write UpNote notes locally via SQLite and URL sch…
— ○ ⏳ — N/A N/A — — —
50741
takeshijuan
Enables LLM applications to generate, edit, describe, upscale, remix, reframe, …
— ○ ⏳ — — — — — —
50742
molpass
liuren Claim
Enables 大六壬 divination by computing the chart (三傳, 四課, etc.) and generating a 天…
— ○ ⏳ — N/A N/A — — —
50743
integsec
turbopentest Claim
AI-powered penetration testing. Launch scans, review findings, download reports.
— ○ ⏳ — N/A N/A — 83 —
50744
cartorio-criciuma
MCP server para gerenciamento de certidoes de cartorio via IA.
— ○ ⏳ — N/A N/A — 81 —
50745
vshavlidze
Context-MCP Claim
Intelligent context manager for AI coding assistants that uses a three-level me…
— ○ ⏳ — N/A N/A — — —
50746
userlite
MCP Director Claim
An intelligent orchestration server that routes user requests to appropriate sp…
— ○ ⏳ — N/A N/A — 95 —
50747
jnilrac
Paid MCP web research for agents: search, extraction, citations, and x402 payme…
— ○ ⏳ — — — — — —
50748
cuiheng511
FilePilot AI Claim
Local-first MCP server for safely searching, reading, summarizing, tagging, ded…
— ○ ⏳ — N/A N/A — — —
50749
yksanjo
Enables AI agents to generate dynamic game background music by analyzing game s…
— ○ ⏳ — — — — — —
50750
ankurmans
whooshly-mcp Claim
Create short links, QR codes, UTM templates, vCards, and landing pages from you…
— ○ ⏳ — — — — — —
Showing 50701–50750 of 69199 servers