MCP Server Quality Scores

Independent quality analysis of 69070 public MCP servers

69070
Discovered
→
33788
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60901
Thebeatkicks
Enables Cursor and Claude Desktop to design production-ready AI workflows by ex…
— ○ ⏳ — N/A N/A — — —
60902
smizuoch
Exposes 42's intranet API via the Model Context Protocol, enabling LLM agents t…
— ○ ⏳ — — — — — —
60903
Jang-myoung-gyoon
MCP server for managing Google Play app deployment and in-app products via the …
— ○ ⏳ — N/A N/A — — —
60904
matthewhuie
Enables MCP clients to perform HTTP GET requests to arbitrary URLs and receive …
— ○ ⏳ — N/A N/A — — —
60905
certinia
An MCP server that gives AI assistants tools to analyze Salesforce Apex debug l…
— ○ ⏳ — N/A N/A — — —
60906
zbowling
Proxy MCP server that translates tool calls into TypeScript code generation, en…
— ○ ⏳ — — — — — —
60907
jordansilly77-stack
Demo MCP server that exposes order and customer data as read-only tools for AI …
— ○ ⏳ — N/A N/A — — —
60908
Gowindude
A bidirectional MCP bridge that lets Claude Desktop and Claude Code collaborate…
— ○ ⏳ — N/A N/A — — —
60909
adeeljames
A lightweight MCP server that provides Claude Desktop with persistent memory ac…
— ○ ⏳ — N/A N/A — — —
60910
pipeworx-io
mcp-osrm Claim
Enables routing, distance matrices, nearest road snapping, GPS trace matching, …
— ○ ⏳ — — — — — —
60911
DevRico003
Provides AI agents and coding assistants with Twitter data access including twe…
— ○ ⏳ — — — — — —
60912
brehon-privacy
Provides AI assistants with real-time, structured access to 32 privacy and AI g…
— ○ ⏳ — — — — — —
60913
fl0w1nd
repomap-mcp Claim
An MCP server that generates ranked, token-budgeted code structure maps using T…
— ○ ⏳ — N/A N/A — — —
60914
cscokus
Enables Claude to read CRM data and propose actions (bid changes, budget shifts…
— ○ ⏳ — — — — — —
60915
pipeworx-io
mcp-destatis Claim
Enables querying Germany's official statistics from Destatis GENESIS-Online thr…
— ○ ⏳ — — — — — —
60916
williamoliv
Enables searching and querying Brazilian politically exposed persons and federa…
— ○ ⏳ — — — — — —
60917
quantumloader
MCP server for DayZ Enforce Script that gives AI coding assistants deep knowled…
— ○ ⏳ — N/A N/A — — —
60918
SSIG-IT
An MCP server that connects Claude to a 3CX Phone System (V20+), enabling user …
— ○ ⏳ — — — — — —
60919
bugatti742
Enables chemical reaction predictions (retrosynthesis, product, reagents), mole…
— ○ ⏳ — N/A N/A — — —
60920
frifster
MCP Server for extracting Time Doctor time tracking data via AI assistants.
— ○ ⏳ — N/A N/A — — —
60921
Wesley-Gomes93
Autonomous QA testing MCP server that analyzes, fixes, and learns from test fai…
— ○ ⏳ — N/A N/A — — —
60922
sattua
MCP server that controls Blender via HTTP bridge, enabling 3D modeling, animati…
— ○ ⏳ — N/A N/A — — —
60923
fastmcp-me
Enables interaction with Chronulus AI forecasting and prediction agents through…
— ○ ⏳ — — — — — —
60924
advanced-security
Enables AI-assisted development of CodeQL queries for security analysis through…
— ○ ⏳ — N/A N/A — — —
60925
SamMorrowDrums
A feature-complete MCP server template in TypeScript demonstrating tools, resou…
— ○ ⏳ — — — — — —
60926
nemanjavlahovic
Enables AI agents to profile iOS/macOS apps using Xcode Instruments, automate s…
— ○ ⏳ — N/A N/A — — —
60927
kongo97
Enables launching Claude Code in a specified project directory by opening a new…
— ○ ⏳ — N/A N/A — — —
60928
shanggqm
A collection of MCP servers providing medical calculation tools (eGFR, pregnanc…
— ○ ⏳ — N/A N/A — — —
60929
Eskartur
Enables ChatGPT to interact with ZpDIC dictionaries, allowing word lookup, crea…
— ○ ⏳ — N/A N/A — — —
60930
linhai0872
MCP server that enables AI agents to manage Dida365/TickTick tasks, projects, t…
— ○ ⏳ — — — — — —
60931
mrh-is
partiful-mcp Claim
Enables AI agents to view Partiful events, RSVPs, hosted events, mutual connect…
— ○ ⏳ — — — — — —
60932
Yogeshknaik
Provides tools to interact with Jira, including JQL queries, ticket creation, e…
— ○ ⏳ — N/A N/A — — —
60933
AyoubTadlaoui
Tamper-evident audit logging for AI agents. Append-only, hash-chained, optional…
— ○ ⏳ — N/A N/A — — —
60934
slchenchn
notify-mcp Claim
Enables AI to send push notifications to your phone via a configurable gateway.…
— ○ ⏳ — — — — — —
60935
shahrear33
mcp-oauth Claim
FastMCP server with Bearer token authentication mounted on FastAPI, including O…
— ○ ⏳ — — — — — —
60936
Sunilrana1978
Enables document conversion and processing through an MCP server interface for …
— ○ ⏳ — N/A N/A — — —
60937
rayvapor-cell
GEMPACK MCP Claim
An MCP server that exposes the local GEMPACK CGE toolchain (TABLO, GEMSIM, HAR …
— ○ ⏳ — N/A N/A — — —
60938
abdallah-nasir
Enables interaction with Google NotebookLM through a real Chrome browser, allow…
— ○ ⏳ — — — — — —
60939
Jayesh-Kr
Enables AI assistants to search jobs, analyze salary data, and research employe…
— ○ ⏳ — — — — — —
60940
Jang-myoung-gyoon
Enables management of App Store Connect apps including registration, listing, I…
— ○ ⏳ — N/A N/A — — —
60941
agentcures
refua-mcp Claim
MCP server for biological protein design, folding, and affinity prediction usin…
— ○ ⏳ — — — — — —
60942
dividduang
An MCP server that bridges AI assistants to real terminal sessions, enabling cr…
— ○ ⏳ — N/A N/A — — —
60943
heAdz0r
An MCP server that provides a unified interface to manage Wiki.js pages, users,…
— ○ ⏳ — — — — — —
60944
hshintelligence
agent-scrape Claim
Pay-per-call web scraping for AI agents via x402 micropayments on Base. Six too…
— ○ ⏳ — — — — — —
60945
ThinkCol
Bridges AI agents to the Lenx.ai social media monitoring API, enabling task man…
— ○ ⏳ — — — — — —
60946
dss99911
Enables AI assistants to manage Obsidian tasks with full CRUD operations, query…
— ○ ⏳ — N/A N/A — — —
60947
conaedivulgacion-lab
mcp-legal-ar Claim
Unifies 14 Argentine legal connectors (JUBA, SCBA, CSJN, SAIJ, PJN Jurisprudenc…
— ○ ⏳ — N/A N/A — — —
60948
VesselSense
Enables AI agents to access SignalK marine data with 90-96% token reduction by …
— ○ ⏳ — — — — — —
60949
olsonale
A comprehensive Model Context Protocol (MCP) server for the Todoist API. Provid…
— ○ ⏳ — N/A N/A — — —
60950
rlaksana
Integrates Everything Search with Claude Code for lightning-fast file searching…
— ○ ⏳ — N/A N/A — — —
Showing 60901–60950 of 69070 servers