MCP Server Quality Scores

Independent quality analysis of 69027 public MCP servers

69027
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
63201 — ○ ⏳ — N/A N/A — 95 —
63202
Asadullayev06
A Telegram integration for Claude, Cursor, and other MCP-compatible clients. It…
— ○ ⏳ — — — — — —
63203
willtholke
dat-ai-mcp Claim
Provides browser automation, audio transcription, and LLM chat as MCP tools for…
— ○ ⏳ — — — — — —
63204
Nathan-Nguyen-Tech
MCP server for connecting Claude Desktop to a local medical knowledge base with…
— ○ ⏳ — N/A N/A — — —
63205
d-bKK
Exposes RenderDoc capture analysis to AI clients via MCP, enabling offline anal…
— ○ ⏳ — N/A N/A — — —
63206
SerpCheap
Provides real-time Google search results (organic + knowledge graph) with count…
— ○ ⏳ — — — — — —
63207
ZizoTheDev
An MCP server designed to work with FFmpeg for media processing tasks, offering…
— ○ ⏳ — N/A N/A — 95 —
63208
SirinivasK
chron Claim
A timestamped audit trail for every AI conversation — stored locally, owned by …
— ○ ⏳ — — — — — —
63209
eugenelabonarsky
Votura Tours Claim
AI-powered audio tours by city: walking, cycling & driving. Search tours, stops…
— ○ ⏳ — — — — — —
63210
dennisonbertram
Integrates with Rotki portfolio tracker to provide portfolio overview, prices, …
— ○ ⏳ — N/A N/A — — —
63211
MuazamAbbas
A remote MCP server for expense tracking, providing tools to add, list, update,…
— ○ ⏳ — N/A N/A — — —
63212
naveen-bitrise
A temporary MCP server that scrapes Bitrise Insights using Playwright to fetch …
— ○ ⏳ — N/A N/A — — —
63213
mayai-it
Enables monitoring Italian public funding opportunities, normalizing them into …
— ○ ⏳ — — — — — —
63214
clauxel
Paid remote MCP for schema drift checks, approvals, receipts, and release audit…
— ○ ⏳ — — — — — —
63215
ValiantEvers
skatt-mcp Claim
A local MCP server that enables Claude to answer Norwegian tax questions with a…
— ○ ⏳ — N/A N/A — — —
63216
inv-fourier-transform
MCP-based HR automation tool that streamlines employee onboarding, leave manage…
— ○ ⏳ — N/A N/A — 95 —
63217
robertsfeir
mybrain Claim
A personal knowledge base MCP server with semantic search, storing thoughts in …
— ○ ⏳ — — — — — —
63218
Explorer-64
StackApps suite gateway: Imagcon, StackBill, Dicta-Notes. Pay per call in USDC …
— ○ ⏳ — N/A N/A — — —
63219
optimusbasti
Enables management of sevdesk accounting and invoicing tasks including contacts…
— ○ ⏳ — — — — 81 —
63220
phara23
MCP server for Alpha Arcade prediction markets on Algorand. Enables AI agents t…
— ○ ⏳ — — — — — —
63221
q0tik
A production-quality Telegram MCP server that sends messages via Telegram API, …
— ○ ⏳ — N/A N/A — — —
63222
nikolay-grudanov
mcp-simple Claim
A simple MCP server in Python, configurable via environment variables and datab…
— ○ ⏳ — N/A N/A — — —
63223
bind-protocol
Local MCP server for Bind Protocol — credential parsing, verification, and hash…
— ○ ⏳ — — — — — —
63224
DassianInc
dassian-adt Claim 1
MCP server for SAP ABAP development via the ADT API. Connect AI assistants to y…
— ○ ⏳ — — — — 95 —
63225
lobster-kit
lobsterdb Claim
Enables provisioning and managing PostgreSQL databases, running SQL queries, an…
— ○ ⏳ — N/A N/A — — —
63226
FloLey
memory-wiki Claim
A persistent personal memory system for Claude that accumulates and organizes k…
— ○ ⏳ — — — — — —
63227
Paraplex-AI
paraplex-mcp Claim
Build and edit 3D motion design scenes in your open Paraplex tab, look at frame…
— ○ ⏳ — N/A N/A — — —
63228
haoylle
kd-mcp Claim
Controls kd.exe for KDNET kernel debugging on Windows, often paired with winrm-…
— ○ ⏳ — N/A N/A — — —
63229
brunoruyu
Remote MCP server for AWS Athena that allows executing SQL queries, checking st…
— ○ ⏳ — N/A N/A — — —
63230
Perufitlife
MCP server that lets AI coding agents (Claude Code, Cursor, Cline) audit Supaba…
— ○ ⏳ — — — — — —
63231
ali-master
mikrotik-mcp Claim
Turns a MikroTik router into 310 MCP tools for AI-driven configuration over SSH…
— ○ ⏳ — — — — — —
63232
infaton
MCP35 Claim
INFATON MCP Server for 1C:Enterprise ERP — 35 tools for metadata inspection, do…
— ○ ⏳ — N/A N/A — — —
63233
lazymac2x
Cloudflare Workers MCP server: agent-workflow-engine
— ○ ⏳ — — — — — —
63234
jp-caldas
MCP server that exposes Google Trends data via BigQuery, enabling LLMs to query…
— ○ ⏳ — — — — — —
63235
git-fabric
A composable semantic memory layer that provides cross-project recall and sessi…
— ○ ⏳ — — — — 81 —
63236
radenaisa
mubdi Claim
— ○ ⏳ — N/A N/A — 95 —
63237 — ○ ⏳ — N/A N/A — 95 —
63238
markelaugust74
Enables semantic search over your Cursor IDE chat history by vectorizing prompt…
— ○ ⏳ — N/A N/A — — —
63239
xiangshiyin
mcp-toy Claim
A toy MCP server for exploring Model Context Protocol capabilities, including r…
— ○ ⏳ — N/A N/A — — —
63240
Movm
Provides live, source-linked transparency data on German MPs, including roll-ca…
— ○ ⏳ — — — — — —
63241
APMC1
Pre-execution audit for autonomous agents. Independent receipt before irreversi…
— ○ ⏳ — N/A N/A — — —
63242
petarnenov
Read and manage your Argulog error tracking data - issues, projects, alerts, re…
— ○ ⏳ — — — — — —
63243
latent-defense
Connects Claude Code to a Latent Defense deployment to map GitHub repositories …
— ○ ⏳ — — — — — —
63244
1708004874a-star
A local MCP server that lets Claude Code operate the PolyU eStudent portal to c…
— ○ ⏳ — N/A N/A — — —
63245
anssanova
Provides access to the Shopify Storefront API via MCP, enabling AI assistants t…
— ○ ⏳ — N/A N/A — — —
63246
alicecha
Enables Claude AI to interact with the Rootstock blockchain, including calling …
— ○ ⏳ — — — — — —
63247
NuraNet
An MCP server that integrates with Microsoft Copilot Studio to deliver humor co…
— ○ ⏳ — N/A N/A — 95 —
63248
mjmirza
hetzner-mcp Claim
Manage your entire Hetzner platform from any AI assistant. Cloud servers, netwo…
— ○ ⏳ — — — — — —
63249
ghostiee-11
An MCP server that enables AI assistants to create interactive visualizations, …
— ○ ⏳ — N/A N/A — — —
63250
vinaybhosle
Ocean container shipping intelligence for AI agents — D\&D tariffs, freight rat…
— ○ ⏳ — — — — — —
Showing 63201–63250 of 69027 servers