MCP Server Quality Scores

Independent quality analysis of 69070 public MCP servers

69070
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 9 hours, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61301
eloktev
Wraps the Remnawave API to provide per-operation MCP tools with mutation safety…
— ○ ⏳ — — — — — —
61302
deialedin
Enables monitoring web pages for changes using Playwright, storing snapshots in…
— ○ ⏳ — N/A N/A — — —
61303
hinanyin
A TypeScript MCP server for querying React component documentation, searching a…
— ○ ⏳ — N/A N/A — — —
61304
enoch-sit
A comprehensive MCP server for Gmail, providing 17 tools to read, send, search,…
— ○ ⏳ — N/A N/A — — —
61305
magicbadger
Fetches, parses, and summarizes ETSI telecommunications and media standards doc…
— ○ ⏳ — — — — — —
61306
wei-er582
Self-hosted MCP server that lets ChatGPT work with your local codebase through …
— ○ ⏳ — N/A N/A — — —
61307
nhattuan1305
adt-mcp Claim
Multi-system MCP server for reading and writing ABAP source via SAP ADT, with w…
— ○ ⏳ — N/A N/A — — —
61308
therealtimex
Enables running arbitrary CLI tools as MCP server tools, configured via environ…
— ○ ⏳ — N/A N/A — — —
61309
hect0x7
JMComic AI Claim
MCP server enabling AI agents to search, download, and manage JMComic manga via…
— ○ ⏳ — — — — — —
61310
ryanda9910
erdlens Claim
MCP server that reads your database schema from SQL DDL, Prisma, Drizzle, TypeO…
— ○ ⏳ — N/A N/A — — —
61311
soohoon
greptile Claim
— ○ ⏳ — N/A N/A — 95 —
61312
dathere
Provides access to FBI Crime Data Explorer API, enabling queries for crime stat…
— ○ ⏳ — — — — — —
61313
inventech-solution
Enables programmatic access to Meta Ads data and management features, including…
— ○ ⏳ — — — — 81 —
61314
JaviMaligno
Comprehensive MCP server for Langfuse, enabling AI assistants to access and man…
— ○ ⏳ — — — — — —
61315
ahmedadan
A read-only MCP server for Linux and macOS system administration, diagnostics, …
— ○ ⏳ — — — — — —
61316
v0o0v
Enables Claude to search and retrieve Unity game assets (sprites, sounds) via n…
— ○ ⏳ — N/A N/A — — —
61317
Shiv-D-Coder
Enables interaction with Gmail, Google Drive, and Google Classroom through Fast…
— ○ ⏳ — — — — — —
61318
Thamindu-Dev
sinhala-mcp Claim
Translates Sinhala or Singlish instructions into precise English technical spec…
— ○ ⏳ — — — — — —
61319
fujioka0729
meta-ads-mcp Claim
MCP server to manage Meta Ads (Facebook/Instagram) campaigns, ad sets, insights…
— ○ ⏳ — — — — — —
61320
Juxsta
Enables semantic retrieval and knowledge base management through the RAGFlow AP…
— ○ ⏳ — N/A N/A — — —
61321
kikcmime
Enables reading browser DevTools data (tabs, console errors, network requests, …
— ○ ⏳ — N/A N/A — — —
61322 — ○ ⏳ — N/A N/A — 95 —
61323
kkmalik89
A demonstration MCP server using FastMCP and streamable-http transport. It prov…
— ○ ⏳ — — — — — —
61324
wealthi-ai
Read-only MCP server providing Wealthi's AI Coach with scoped access to student…
— ○ ⏳ — — — — — —
61325
rens1215
A safe and bounded AI-agent security testing framework that enables authorized …
— ○ ⏳ — N/A N/A — — —
61326
richard-devbot
BlenderMCP Claim
MCP server that integrates Blender with CSM.ai 3D assets and LLM agents, enabli…
— ○ ⏳ — N/A N/A — — —
61327
AzeemWaqarRao
A server that wraps the Splitwise API so Claude can read and manage expenses, i…
— ○ ⏳ — — — — — —
61328
onurerdog4n
twitter-mcp Claim
MCP server for automating Twitter actions like tweeting, liking, retweeting, an…
— ○ ⏳ — N/A N/A — — —
61329
Atmic
MachineElf Claim
Routes urgent alerts from autonomous AI agents to human operators with idempote…
— ○ ⏳ — — — — — —
61330
NetEngBuff
SplitwiseMCP Claim
A local MCP server that enables AI clients like Codex, Claude Code, and Claude …
— ○ ⏳ — N/A N/A — — —
61331
jc1122
todo-mcp Claim
Enables AI assistants to manage Microsoft To Do tasks via the Graph API, suppor…
— ○ ⏳ — N/A N/A — — —
61332
venkateshtata
Integrates the Context Overflow Q\&A platform with Claude Code, enabling questi…
— ○ ⏳ — — — — — —
61333
andy8663
yuque Claim
Enables reading Yuque documents, listing knowledge base docs, and converting so…
— ○ ⏳ — — — — — —
61334
AmirUpSkill
Provides Large Language Models with real-time access to the latest documentatio…
— ○ ⏳ — — — — — —
61335
shdomi8599
vibie-mcp Claim
Deploy static HTML folders to permanent vibie.page URLs in seconds. One-line au…
— ○ ⏳ — — — — — —
61336
tmcinerney
granola-mcp Claim
MCP server for Granola that exposes meeting notes, AI summaries, and transcript…
— ○ ⏳ — N/A N/A — — —
61337
Leviai-ai
Enables AI agents to access SEC EDGAR filings, US Treasury rates, BLS labor sta…
— ○ ⏳ — — — — — —
61338
andreahaku
A local-first, team-ready MCP server providing durable memory for LLM-based cod…
— ○ ⏳ — N/A N/A — — —
61339
jesusr00
Exposes 30 tools to manage Redmine resources (issues, projects, users, time ent…
— ○ ⏳ — N/A N/A — — —
61340
Fridemn
A plugin-based MCP server built on FastAPI that supports dynamic tool loading, …
— ○ ⏳ — — — — — —
61341
GrizzlySMS-Git
MCP server for integrating with Grizzly SMS platform to rent virtual numbers, r…
— ○ ⏳ — — — — — —
61342
evgenyigumnov
Enables extracting visible text and links from webpages for content analysis.
— ○ ⏳ — N/A N/A — — —
61343
priyanshi9692
Enables automated Python code quality checks including linting, complexity anal…
— ○ ⏳ — N/A N/A — — —
61344
jaysanderson
Enables AI clients to read and query content from a Progress Sitefinity CMS ins…
— ○ ⏳ — — — — — —
61345
shanzi-1
A FastMCP-based weather query tool using Open-Meteo API to get real-time weathe…
— ○ ⏳ — — — — — —
61346
vearne
Enables large language models to remember past conversations by querying chat h…
— ○ ⏳ — N/A N/A — — —
61347
NeuroFusionAI
fibo-mcp Claim
Provides financial agents access to the Financial Industry Business Ontology (F…
— ○ ⏳ — — — — 81 —
61348
lleontor705
Resilient multi-CLI orchestration server for AI agents that routes tasks to Cla…
— ○ ⏳ — N/A N/A — — —
61349
ironxyz
ironxyz Claim
Official MCP (Model Context Protocol) server for Iron.xyz API, designed to work…
— ○ ⏳ — — — — — —
61350
6amdev
MCP server for managing Ubuntu servers with AI integration, enabling system mon…
— ○ ⏳ — N/A N/A — — —
Showing 61301–61350 of 69070 servers