MCP Server Quality Scores

Independent quality analysis of 69224 public MCP servers

69224
Discovered
→
33895
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49201
axel-belfort
Text translation API for AI agents. Translate between 50+ languages with automa…
— ○ ⏳ — N/A N/A — 95 —
49202
zhurong2020
pyobfus ⚡ Claim
Official MCP server for the pyobfus Python obfuscator (installed from PyPI as `…
— ○ ⏳ — N/A N/A — 95 —
49203
Advocate-Cloud-Solutions
clio-mcp Claim
MCP server for Clio Manage + Clio Grow - by Advocate Cloud Solutions.
— ○ ⏳ — N/A N/A — — —
49204
laspencer91
better-notes Claim
A personal knowledge management MCP server that enables capturing daily notes, …
— ○ ⏳ — N/A N/A — — —
49205
ehddk6-cyber
Connects AI models to real-time search and inventory data for major South Korea…
— ○ ⏳ — — — — 81 —
49206
Happyfunnysad
MCP server for retrieving Wildberries product reviews and formatting them as JS…
— ○ ⏳ — N/A N/A — — —
49207
pipeworx-io
mcp-unicode Claim
Provides tools to inspect Unicode characters, escape/unescape strings in variou…
— ○ ⏳ — — — — — —
49208
lambda-capture
MCP server that enables semantic search over macroeconomic data using the Lambd…
— ○ ⏳ — — — — — —
49209
ope-olatunji
Renders SVG to PNG so AI agents can see the SVG they generate.
— ○ ⏳ — N/A N/A — — —
49210
multiagentcognition
Enables orchestration of multiple AI coding agents (Claude Code, Gemini CLI, et…
— ○ ⏳ — N/A N/A — — —
49211
Maheidem
Integrates with Claude to enable LinkedIn post creation, profile optimization, …
— ○ ⏳ — N/A N/A — — —
49212
scavio-ai
Enables real-time search across Google, News, Reddit, YouTube, and Amazon using…
— ○ ⏳ — — — — — —
49213
fastmcp-me
IcebergMCP Claim
Enables natural language interaction with Apache Iceberg Lakehouse tables throu…
— ○ ⏳ — — — — — —
49214
akatjd
blog-mcp Claim
자동으로 네이버 블로그 글을 생성하고 발행하는 MCP 서버로, 사진과 간단한 정보를 입력하면 SEO 최적화된 초안을 작성하고 스타일 학습을 통…
— ○ ⏳ — N/A N/A — — —
49215
Firou91
dyslex.ia Claim
Accessibility MCP server and Agent Skills for AI agents. Requires Superpowers.
— ○ ⏳ — N/A N/A — — —
49216
cherryaugusta
A Windows-first Python MCP server for Gmail that reads unread emails and create…
— ○ ⏳ — N/A N/A — — —
49217
pipeworx-io
Enables querying and exploring Bloomington Open Data catalog with tools for sea…
— ○ ⏳ — — — — — —
49218
uidaho-nsummers
An MCP server that wraps the TeamDynamix Web API, enabling AI assistants to sea…
— ○ ⏳ — — — — — —
49219
ravigarg27
Enables querying Cisco CX Assistant (production and stage) directly from Cursor…
— ○ ⏳ — N/A N/A — — —
49220
andreibesleaga
ocpi-sdk Claim
MCP server for the OCPI SDK that enables AI-assisted communication with EV char…
— ○ ⏳ — — — — — —
49221
movinginfo
Connects Claude or any MCP client to Laravel Herd, providing 218 tools to manag…
— ○ ⏳ — N/A N/A — — —
49222
ai-caseylai
Enables seamless integration with WhatsApp through the Model Context Protocol, …
— ○ ⏳ — — — — 81 —
49223
backspace-shmackspace
Multi-language SAST and AI-powered fuzzing MCP server for Claude Code integrati…
— ○ ⏳ — N/A N/A — — —
49224
VJagiasi
Enables AI assistants to access real-time Transport for London data, including …
— ○ ⏳ — — — — — —
49225
v-clinic
Enables AI agents to manage virtual clinic data including patients, visits, dia…
— ○ ⏳ — N/A N/A — — —
49226
Terry-Wang-Lynx
cc-in-codex Claim
Enables Codex to manage a local Claude Code companion through MCP, implementing…
— ○ ⏳ — N/A N/A — — —
49227
muellah24
xxx Claim
— ○ ⏳ — N/A N/A — 95 —
49228
Floryvibla
Enables WhatsApp messaging and management through the Evolution API, supporting…
— ○ ⏳ — — — — — —
49229
stackfiesta
StackFiesta Claim
Discover AI tools for game development — 100+ tools indexed by engine, task, an…
— ○ ⏳ — — — — — —
49230
danafitkowski
Forensic scheduling MCP for Primavera P6 (XER): AACE windows, DCMA-14, Monte Ca…
— ○ ⏳ — — — — — —
49231
om-surushe
Enables AI assistants to interact with Azure DevOps through an MCP server with …
— ○ ⏳ — N/A N/A — — —
49232
TmRichrd
Provide real-time weather information and forecasts through a standardized inte…
— ○ ⏳ — N/A N/A — 95 —
49233
pipeworx-io
Enables users to browse curated technology feeds and fetch any RSS/Atom/RDF fee…
— ○ ⏳ — — — — — —
49234
maleshep
Scoop Claim
Extracts LinkedIn saved posts into a structured research index using Chrome Dev…
— ○ ⏳ — N/A N/A — — —
49235
Maxed-OSS
maxed-mcp Claim
MCP server providing deterministic accounting tools for AI agents, including ba…
— ○ ⏳ — N/A N/A — — —
49236
dk123579
Enables AI assistants to manage architectural decisions through CRUD operations…
— ○ ⏳ — — — — 81 —
49237 — ○ ⏳ — N/A N/A — 95 —
49238
HBarefoot
engram Claim
Local-first persistent memory for AI agents — SQLite + local embeddings, MCP-na…
— ○ ⏳ — N/A N/A — — —
49239
xnetcat
rs232-mcp Claim
Enables AI assistants to interact with Cisco routers and switches over serial c…
— ○ ⏳ — N/A N/A — — —
49240
Aavishkar-Kolte
Enables AI-powered music production by integrating with REAPER DAW via MCP prot…
— ○ ⏳ — N/A N/A — — —
49241
traffiy
MCP server for managing Google Ads, Meta Ads, LinkedIn Ads, and TikTok Ads via …
— ○ ⏳ — — — — — —
49242
AAAIStudio
Create manga and anime art from text. 24 styles, multi-panel stories, BYOK.
— ○ ⏳ — — — — — —
49243
CarlosIrineuCosta
A powerful cryptocurrency analysis MCP server that adds advanced technical anal…
— ○ ⏳ — N/A N/A — — —
49244
Maguyva
Maguyva Claim
Code intelligence for coding agents: semantic, AST, graph, and full-text search…
— ○ ⏳ — — — — — —
49245
martinsmitcom
AI laws from 110+ countries, enforcement actions and a 3,900-term glossary. Fre…
— ○ ⏳ — — — — — —
49246
georgelawrence
mercadolibre Claim
Mercado Libre keyword & competitor intelligence for AI agents across all 18 ML …
— ○ ⏳ — — — — — —
49247
dinglebear-ai
Yarr MCP Claim
Self-hosted media fleet operations across Sonarr, Radarr, Plex, and related app…
— ○ ⏳ — N/A N/A — — —
49248 — ○ ⏳ — N/A N/A — 95 —
49249
matthewwilliams949-ops
nakodo Claim
Warm introductions to the right builder, matched privately on your work. Double…
— ○ ⏳ — N/A N/A — — —
49250
owen-nash
A Model Context Protocol (MCP) server that provides access to the Fastmail API,…
— ○ ⏳ — — — — — —
Showing 49201–49250 of 69224 servers
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