MCP Server Quality Scores

Independent quality analysis of 69111 public MCP servers

69111
Discovered
→
33833
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 30 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56751
TetiAI
pixserp Claim
Live AI-native web search with citations. One tool for every MCP client. Flat p…
— ○ ⏳ — — — — — —
56752
LaZZy0v0
Indian equity research MCP — 5,000+ NSE/BSE stocks, financials, KPIs, and conca…
— ○ ⏳ — N/A N/A — — —
56753
ottotheagent
Otto Travel Claim
Plan, book, and manage business travel.
— ○ ⏳ — — — — — —
56754
BadRooBot
my_test Claim
Get current weather for any city and create images from your prompts. Streamlin…
— ○ ⏳ — N/A N/A — 95 —
56755
sovantica
engrava Claim
MindQL queries, hybrid search, and a thought graph - read/write memory for AI a…
— ○ ⏳ — N/A N/A — — —
56756
wgarrido
MCP Browser Claim
MCP server that lets AI assistants browse the web through your real Chrome with…
— ○ ⏳ — N/A N/A — — —
56757
mcpassure
Consulta o Bulário Eletrônico da ANVISA: bulas, registros, tarjas e apresentaçõ…
— ○ ⏳ — N/A N/A — 95 —
56758
matematicsolutions
mcp-fr-legal Claim
Provides offline access to the French legal corpus (Legifrance/DILA) with full-…
— ○ ⏳ — N/A N/A — — —
56759
cvpop
CVpop Claim
# CVpop MCP Server Create and customize professional CVs and resumes directly …
— ○ ⏳ — — — — 81 —
56760
chestnutforty
Provides access to Google Trends search interest data with backtesting support,…
— ○ ⏳ — — — — 81 —
56761
rillsoft
MCP server built into Rillsoft Project 10 for multi-project resource planning (…
— ○ ⏳ — N/A N/A — — — C
56762
bhakti259
Enables natural language expense tracking and management via Claude Desktop, su…
— ○ ⏳ — N/A N/A — — —
56763
maximmaximovwork2018-gif
Car repair cost estimates by make, model and repair type. 31 cost guides, VIN d…
— ○ ⏳ — — — — — —
56764
xiaobenyang-com
iconify-icon Claim
Browse 200,000+ open-source vector icons across 200+ sets. Search and filter by…
— ○ ⏳ — N/A N/A — 95 —
56765
expandingideas-ai
Web search, content extraction, and library docs for AI agents with 5-strategy …
— ○ ⏳ — — — — — —
56766
livewiremcp Claim 3
LiveAction LiveWire MCP Server
— ○ — N/A N/A — 40 —
56767
malkreide
register-mcp Claim
Provides access to the Swiss Federal Commercial Register (Zefix) for company se…
— ○ ⏳ — — — — — —
56768
lockon-n
Enables management of Google Cloud services including BigQuery, Cloud Logging, …
— ○ ⏳ — N/A N/A — — —
56769
pipeworx-io
mcp-json Claim
Provides tools to validate, format, and query JSON strings via MCP. Enables AI …
— ○ ⏳ — — — — — —
56770
leelakanakala
github-mcp Claim
A production-ready MCP server providing all 26 official GitHub tools, deployed …
— ○ ⏳ — — — — — —
56771
erikadmoller
A Model Context Protocol server that exposes an airline design system as a quer…
— ○ ⏳ — N/A N/A — — —
56772
n0-se
arc-mcp Claim
An execution state machine MCP server that manages YAML-defined plans, enabling…
— ○ ⏳ — N/A N/A — — —
56773 — ○ ⏳ — N/A N/A — 95 —
56774
brickshubkuwait
Roster Claim
Enables querying your team's work (stats, overdue, workload, active members, et…
— ○ ⏳ — — — — — —
56775
MuhDur
Oracle MCP with PL/SQL analysis, lineage, SAST, and change-impact tools.
— ○ ⏳ — N/A N/A — — —
56776
mira-gift-hq
KOLens Claim
TikTok KOL intelligence with a public MCP remote for search, profiles, lists, a…
— ○ ⏳ — — — — — —
56777
jmagar
UniFi RMCP Claim
Rust MCP server and CLI for UniFi Network controller operations.
— ○ ⏳ — N/A N/A — — —
56778
ars-system
Provides secure OAuth2-based credential management for MCP servers, allowing ag…
— ○ ⏳ — N/A N/A — — —
56779
cureonics
Canlı sahibinden.com emlak arama, detay çekimi, akıllı filtreleme (bina yaşı, k…
— ○ ⏳ — — — — 81 —
56780
LukasHaas
Flighty MCP Claim
Enables AI assistants to access and manage your Flighty flight data directly fr…
— ○ ⏳ — N/A N/A — — —
56781
v3velev
Persistent, searchable conversation memory shared across Claude Code and Codex,…
— ○ ⏳ — N/A N/A — — —
56782
nirranjanajaiswwal
A comprehensive MCP server for automated AWS data discovery, PII detection, and…
— ○ ⏳ — — — — — —
56783
singhh879
findocs-mcp Claim
An eval-first MCP server for semantic search and grounded Q\&A over financial d…
— ○ ⏳ — N/A N/A — — —
56784
BACH-AI-Tools
MCP server that provides automated Google search capabilities, allowing query e…
— ○ ⏳ — N/A N/A — — —
56785
CDataSoftware
Enables LLMs to query live data from over 250+ sources via CData Python Connect…
— ○ ⏳ — N/A N/A — — —
56786
cisco-open
Local-first MCP server that lets AI agents design Cisco-style networks and gene…
— ○ ⏳ — N/A N/A — — —
56787
microsoft
Enables building MCP servers using TypeSpec, with tools to scaffold, compile, a…
— ○ ⏳ — N/A N/A — — —
56788
fastmcp-me
Enables browser automation through MCP clients like Claude or Cursor, using the…
— ○ ⏳ — N/A N/A — — —
56789
Birantx
Polymarket prediction markets for Claude — market search, order books, price hi…
— ○ ⏳ — — — — — —
56790
peach420fuzz
AI/VFX, CGI, motion & animation production preflight by objekts: locks, continu…
— ○ ⏳ — — — — — —
56791
SavantoAI
mcp-server Claim
Manage your Savanto store from your AI: catalog, content, prompts, and analytic…
— ○ ⏳ — — — — — —
56792
tatianathevisionary
Enables AI agents to search, browse, and retrieve articles from the Wealthsimpl…
— ○ ⏳ — — — — — —
56793
JOCOIN94
A headless MCP server that enables AI tools (like Claude Code) to read and anal…
— ○ ⏳ — N/A N/A — — —
56794
us-all
MLflow — 82 tools across experiments, runs, registered models, model versions, …
— ○ ⏳ — N/A N/A — — —
56795
CaullenOmdahl
Enables AI models to search and retrieve photos, videos, and collections from P…
— ○ ⏳ — — — — — —
56796
pipeworx-io
Provides Islamic prayer times, Qibla direction, and Hijri calendar conversion u…
— ○ ⏳ — — — — — —
56797
muazam99
Read-only MCP server that lets coding AI agents inspect Oracle Database schema …
— ○ ⏳ — N/A N/A — — —
56798
jefripunza
Remote execution layer for agentic systems exposing 64 production tools via MCP…
— ○ ⏳ — — — — — —
56799
TadMSTR
ntfy-mcp Claim
Enables sending push notifications via ntfy with a single tool, allowing Claude…
— ○ ⏳ — — — — — —
56800
artuntan
SkillHub MCP Claim
Enables AI assistants to search, discover, and get recommendations from 20,000+…
— ○ ⏳ — N/A N/A — — —
Showing 56751–56800 of 69111 servers