MCP Server Quality Scores

Independent quality analysis of 69182 public MCP servers

69182
Discovered
→
33861
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 10 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53001
mikeysrecipes
Enables managing electronic signatures and contracts through the eSignatures AP…
— ○ ⏳ — N/A N/A — — —
53002
Baneado98
ip-doctor Claim
MCP server for live IP and domain reputation checks via DNS lookups, providing …
— ○ ⏳ — — — — — —
53003
perkinsandre
Real estate investment intelligence: search, comps, cash flow, off-market leads…
— ○ ⏳ — N/A N/A — 83 —
53004
fieldcure
Windows-only headless LLM task automation engine with scheduling via Windows Ta…
— ○ ⏳ — N/A N/A — — —
53005
oaslananka
Production-grade MCP server for EasyEDA Pro that enables AI-assisted hardware d…
— ○ ⏳ — — — — — —
53006
allenrobel
nd-quirks Claim
An MCP Server that leverages notes written in Markdown, tailored for developing…
— ○ ⏳ — — — — — —
53007
keyshade-xyz
keyshade-mcp Claim
MCP server for interacting with Keyshade's secrets management platform, enablin…
— ○ ⏳ — N/A N/A — — —
53008
tyswi1197-boop
A minimal, tag-free personal memory system that syncs across all Claude interfa…
— ○ ⏳ — — — — — —
53009
resend
resend ⚡ Claim
Send emails directly from Cursor with this email sending MCP server
— ○ ⏳ — — — — 86 —
53010
gianni1989
MCP server integrating OBSS Timepiece Time in Status for Jira, enabling queries…
— ○ ⏳ — — — — — —
53011
pipeworx-io
Access Colorado government open data via Socrata SoQL API. Enables searching da…
— ○ ⏳ — — — — — —
53012
ishimwe5555
Containerized MCP server with 15 geospatial data tools exposed via HTTP API for…
— ○ ⏳ — — — — — —
53013 — ○ ⏳ — N/A N/A — 95 —
53014
krystian-ai
Transforms DALL-E 3, DALL-E 2, and GPT-Image-1 into MCP-compatible tools for ge…
— ○ ⏳ — — — — — —
53015
pedrogrigs
Run the open-source n8n-mcp locally and connect your n8n instance to MCP-compat…
— ○ ⏳ — N/A N/A — — —
53016
pipeworx-io
mcp-speedrun Claim
Enables AI agents to query Speedrun.com data through the official API, supporti…
— ○ ⏳ — — — — — —
53017
harness
An MCP server that gives AI agents full access to the Harness.io platform throu…
— ○ ⏳ — — — — — —
53018
IsaiahDupree
U.S. real-estate data: property records, AVM value + rent estimates, sale/renta…
— ○ ⏳ — — — — — —
53019
kudosity
Kudosity Claim
Send SMS, MMS and WhatsApp, manage contacts and webhooks, from AI agents.
— ○ ⏳ — N/A N/A — — —
53020
Space-C0wboy
Enables AI assistants to interact with the ReliaQuest GreyMatter platform via 1…
— ○ ⏳ — — — — — —
53021
bluechenchenchen
Fetches and parses Swagger/OpenAPI documentation from URLs, cleans and optimize…
— ○ ⏳ — — — — — —
53022
clauxel
Playwright selector risk checks with healing suggestions and receipts.
— ○ ⏳ — — — — — —
53023
PedroGiudice
MCP-LEI Claim
Servidor MCP para busca e normalização de citações de leis brasileiras em arqui…
— ○ ⏳ — N/A N/A — — —
53024
iflow-mcp
Enables AI assistants to generate, validate, and optimize PLUMED input files fo…
— ○ ⏳ — N/A N/A — — —
53025
totalaudiopromo
tap-mcp Claim
Music PR campaign management -- contacts, pitches, campaigns, and outcomes.
— ○ ⏳ — N/A N/A — 95 —
53026
clay-good
OpenLore Claim
Provides persistent architectural memory and structural cognition for AI coding…
— ○ ⏳ — N/A N/A — — —
53027
hdean-ssp
okf-tools Claim
Enables local semantic search and management of OKF knowledge bundles via MCP t…
— ○ ⏳ — — — — — —
53028
Lina6795
A pluggable, observable modular RAG service framework that exposes tool interfa…
— ○ ⏳ — N/A N/A — — —
53029
daliu
Meta Council Claim
Multi-expert decision intelligence with transparent synthesis and auditable wor…
— ○ ⏳ — — — — — —
53030
hslee16
archy Claim
Architectural sensor for Python codebases.
— ○ ⏳ — N/A N/A — — —
53031
Artur-ershov
nb-mcp Claim
A remote MCP server that gives Claude the ability to generate and edit images w…
— ○ ⏳ — — — — — —
53032
mcpnexus-registry
Enables interaction with a CockroachDB instance, providing database schema reso…
— ○ ⏳ — N/A N/A — — —
53033
data-goblin
MCP server for reading and analyzing Fabric semantic models. Supports getting m…
— ○ ⏳ — N/A N/A — — —
53034
vigil
cyberscanner Claim
— ○ ⏳ — N/A N/A — 95 —
53035
thrivecausemetics
A Model Context Protocol server for TrackJS error monitoring that allows you to…
— ○ ⏳ — — — — — —
53036
methodify
Provides a stateful local Spark session for running PySpark and SQL cells, enab…
— ○ ⏳ — — — — — —
53037
junter1989k-ai
Denmark payments for AI agents — MobilePay via Stripe. Never holds funds.
— ○ ⏳ — — — — — —
53038
lpb123
保险产品搜索、推荐、保费试算、核保预检。覆盖65家保司483款产品。China insurance MCP server.
— ○ ⏳ — — — — — —
53039
bioanywhere
Enables AI applications to interact with the Base Network blockchain and Coinba…
— ○ ⏳ — — — — 81 —
53040
hivemine-ai
Hive Claim
Open-source MCP server for collaborative AI agents, providing a shared mailbox,…
— ○ ⏳ — N/A N/A — — —
53041
vercel-labs
Helps migrate projects from AI SDK 4.x to 5.0 by generating a migration checkli…
— ○ ⏳ — — — — — —
53042
abdiaden-debug
Extracts structured commitments (who promised what, by when, under conditions) …
— ○ ⏳ — — — — — —
53043
YV17labs
GhostDesk ⚡ Claim
Give any AI agent a full desktop — it sees the screen, clicks, types, and runs …
— ○ ⏳ — N/A N/A — 81 —
53044
aixolotl
An unofficial MCP server that connects AI assistants to Microsoft Planner, enab…
— ○ ⏳ — — — — — —
53045
WilliamSmithEdward
Enables AI agents to execute SSH commands, read files, and list directories on …
— ○ ⏳ — N/A N/A — — —
53046
junsimon
Enables reading and acting on comments in Figma and FigJam, resolving which lay…
— ○ ⏳ — — — — — —
53047
hamza-shamas
MCP server wrapping the Press Advantage API, enabling AI assistants to manage p…
— ○ ⏳ — — — — — —
53048
Lufthaven
lufthaven Claim
Provides real-time flight status, airport weather, delays, cheap flight deals, …
— ○ ⏳ — — — — — —
53049
beckettlab
Zero-sidecar MCP server embedded directly in the Godot 4 editor as a GDScript E…
— ○ ⏳ — N/A N/A — — —
53050
milelecars
Read-only MCP server that lets a verified client connect their own AI to their …
— ○ ⏳ — — — — — —
Showing 53001–53050 of 69182 servers