MCP Server Quality Scores

Independent quality analysis of 69468 public MCP servers

69468
Discovered
→
34112
Scored
→
2112
Verified
→
16953
Complete

Last updated 5 hours, 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34801
Tokeii0
基于Capstone反汇编引擎的MCP服务器,为大语言模型提供多架构二进制反汇编、文件解析、CTF逆向及安全分析工具。
— ○ ⏳ — N/A N/A — — —
34802
waifuai
Simplified MCP server for managing Solana ICOs with multiple bonding curves, to…
— ○ ⏳ — N/A N/A — — —
34803
pereirrd
Stores and searches AI-generated knowledge about software projects, enabling Cu…
— ○ ⏳ — — — — — —
34804
kerwin77106
An MCP server that lets AI assistants operate multiple Notion accounts simultan…
— ○ ⏳ — — — — — —
34805
Baneado98
chain-data Claim
Enables AI agents to fetch live multi-chain portfolio, token info, gas prices, …
— ○ ⏳ — — — — — —
34806
anupamprataps
Provides basic tools for testing MCP functionality: echo, greet, and calculate.
— ○ ⏳ — N/A N/A — — —
34807
antoinefamibelle
Ghost MCP Claim
Enables AI assistants to manage Ghost CMS content including posts, members, use…
— ○ ⏳ — — — — — —
34808
not-a-feature
VEPmcp Claim
Enables variant annotation and effect prediction using the Ensembl VEP API, wit…
— ○ ⏳ — — — — — —
34809
greatquestion
Great Question is the Agentic UX research platform for product builders. Run in…
— ○ ⏳ — — — — 81 —
34810
douglac
Banco MCP Claim
Brazilian Open Finance MCP — 30+ banks (Itaú, Nubank, etc.) to Claude/Cursor. R…
— ○ ⏳ — — — — — —
34811
zhengjie9510
Converts Word, PDF, PPT, and Excel documents to Markdown using the MinerU DocPa…
— ○ ⏳ — — — — — —
34812
Rckl88
LLM cost optimization. Audit your calls, prove savings, route to the cheapest q…
— ○ ⏳ — N/A N/A — 95 —
34813
Byron993
MCP server for searching academic papers via Google Scholar, retrieving metadat…
— ○ ⏳ — N/A N/A — — —
34814
meshy-dev
Enables AI agents to create, manage, and download 3D models, textures, images, …
— ○ ⏳ — N/A N/A — — —
34815
chenz4027
postgres-mcp Claim
Enables Claude to interact with a local PostgreSQL database through SQL queries…
— ○ ⏳ — N/A N/A — — —
34816
ChenyqThu
An MCP server enabling LLMs to access WeChat Reading bookshelf, notes, highligh…
— ○ ⏳ — — — — — —
34817
Graphmaxer
GW1 build compiler: skill data, template code encode/decode, validation, hero r…
— ○ ⏳ — — — — — —
34818
chris-bangmedia
Enables managing cPanel accounts including subdomains, files, and WordPress ins…
— ○ ⏳ — N/A N/A — — —
34819
Show2Instruct
An MCP server that connects AI language models with the Bonsai Blender add-on t…
— ○ ⏳ — N/A N/A — — —
34820
ahmedak
defluff Claim
Deterministic prose linter for LLM text — flags AI slop, filler, buzzwords, hed…
— ○ ⏳ — N/A N/A — — —
34821
davidmosiah
Delx Memory Claim
Local-first persistent memory MCP: shared SQLite key/value store, searchable, T…
— ○ ⏳ — N/A N/A — — —
34822
andrewbartels1
Python MCP server for SolidWorks automation with 109 tools covering the full CA…
— ○ ⏳ — N/A N/A — — —
34823
andrewcorpdesing-coder
n8n-free-mcp Claim
Free & open-source MCP server for n8n. Manage your workflows, debug executions …
— ○ ⏳ — — — — — —
34824
neelavalareddy
Enables Claude to search and install skills from a database of ~200k scraped Cl…
— ○ ⏳ — N/A N/A — — —
34825
slopweaver
slopweaver Claim
A local-first MCP server that helps Claude Code prioritize your work by searchi…
— ○ ⏳ — N/A N/A — — —
34826
Opedd
Licensed, rights-cleared content for AI agents - verifiable license keys + EU A…
— ○ ⏳ — — — — — —
34827
zk-armor
Converts Sphinx documentation (RST) to Markdown optimized for LLMs, enabling ea…
— ○ ⏳ — N/A N/A — — —
34828
junter1989k-ai
Singapore payments for AI agents — PayNow QR via HitPay. Never holds funds.
— ○ ⏳ — — — — — —
34829
gdebenedetti
MCP server that exposes local Granola meeting notes, summaries, and transcripts…
— ○ ⏳ — N/A N/A — — —
34830
feordin
An MCP server that provides access to the NIH UMLS API and the NIH VSAC FHIR AP…
— ○ ⏳ — N/A N/A — — —
34831
Lamatic
@lamatic/mcp Claim
Unified MCP server combining dev, graph, docs, and kit tools for Lamatic.ai. En…
— ○ ⏳ — — — — — —
34832
astuto-ai
onelens-mcp Claim
Query OneLens cloud-cost data in natural language: breakdowns, trends, cost cen…
— ○ ⏳ — — — — — —
34833
patchadams
mcp-server Claim
— ○ ⏳ — N/A N/A — 95 —
34834
maciekaz
eset-mcp Claim
MCP server for the ESET ecosystem - Connect cloud + PROTECT On-Prem, multi-tena…
— ○ ⏳ — N/A N/A — — —
34835
the-safeguard-ai
Enables AI agents to scan, redact, and govern sensitive data before sending it …
— ○ ⏳ — — — — — —
34836
abdunur-dev
mcpcraft Claim
A lightweight SDK for building Model Context Protocol (MCP) servers with zero-c…
— ○ ⏳ — N/A N/A — — —
34837
fnsmdehip
soundgrep Claim
Enables semantic search of local audio samples by describing sounds, MIDI gener…
— ○ ⏳ — N/A N/A — — —
34838
aether-platform
Enables AI agents to manage Supervisord processes (start, stop, restart, view l…
— ○ ⏳ — N/A N/A — — —
34839
tarsemx15-lgtm
mcp-worker Claim
Run a stateless MCP server on Cloudflare Workers using createMcpHandler.
— ○ ⏳ — — — — — —
34840
slidingbox
Encrypted one-time secret handoff, x402 pre-flight, and web page change checks …
— ○ ⏳ — N/A N/A — — —
34841
Velmuruganms12
Enterprise support ticket system using FastMCP server with Redis for persistent…
— ○ ⏳ — — — — — —
34842
mikeysrecipes
Enables AI assistants to query Tesla vehicle data and analytics from a TeslaMat…
— ○ ⏳ — — — — — —
34843
DaVinciPicks
AI sports predictions for NBA, NFL, NHL & MLB — picks, cards, track record, sch…
— ○ ⏳ — N/A N/A — — —
34844
maestra-io
A read-only MCP server for Elasticsearch 7.10 clusters, providing tools for clu…
— ○ ⏳ — — — — — —
34845
MiwooMiwoo
A stealth browser automation MCP server that wraps CloakBrowser's patched Chrom…
— ○ ⏳ — N/A N/A — — —
34846
jaychoww
Enables AI assistants to manage ClickUp tasks, dependencies, time tracking, doc…
— ○ ⏳ — — — — — —
34847
leawn
Enables AI assistants to manage Apple Reminders lists and reminders on macOS, i…
— ○ ⏳ — N/A N/A — — —
34848
millerchou
MCP server for Rocket.Chat — messages, DMs, search, files, and channels over st…
— ○ ⏳ — — — — — —
34849
maheshrijal
tickmcp Claim
A remote multi-user MCP server that enables task management with TickTick throu…
— ○ ⏳ — N/A N/A — — —
34850
shrey.jain
freshrelease Claim
— ○ ⏳ — N/A N/A — 95 —
Showing 34801–34850 of 69468 servers
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