MCP Server Quality Scores

Independent quality analysis of 69365 public MCP servers

69365
Discovered
→
33980
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 42 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40701
oemoem12
Provides local agent capabilities for LM Studio including file I/O, terminal ex…
— ○ ⏳ — — — — — —
40702
nyx-builds
MCP server for scheduling tasks with cron-like recurring jobs, one-time tasks, …
— ○ ⏳ — N/A N/A — — —
40703
nik-red
Enables AI assistants to execute Python functions and system commands via Strea…
— ○ ⏳ — N/A N/A — — —
40704
keeganthewhi
Adversarial review system that spawns three independent contrarian reviewers to…
— ○ ⏳ — N/A N/A — — —
40705
PandaDoc
PandaDoc MCP server for creating, sending, signing, and tracking PandaDoc docum…
— ○ ⏳ — — — — — —
40706
bsv-blockchain
@bsv/mcp Claim
Provides tools and prompts for Bitcoin SV development, enabling code search, BR…
— ○ ⏳ — N/A N/A — — —
40707
gsaccardi
Dichiarino Claim
Enables AI assistants to help compile the Italian Modello 730 income tax return…
— ○ ⏳ — N/A N/A — — —
40708
herotech101
Hardened C# Model Context Protocol (MCP) server for MS SQL Server and PostgreSQ…
— ○ ⏳ — N/A N/A — — —
40709
Setell-AI
Setell Claim
Modern quote to cash powered by AI
— ○ ⏳ — — — — — —
40710
kallusuvaidyam
Connects Claude AI to any development project (Django, Next.js, Laravel, etc.) …
— ○ ⏳ — — — — — —
40711
CSOAI-ORG
Security Scanner Ai automation via MCP. Includes scan dependencies, check heade…
— ○ ⏳ — N/A N/A — — —
40712
sandraschi
A FastMCP server providing comprehensive file system, Docker, and Git operation…
— ○ ⏳ — N/A N/A — — —
40713
yuichisuzuki0601
Provides VS Code active editor context (open file, cursor position, selection) …
— ○ ⏳ — N/A N/A — — —
40714
johnsnow-nam
MCP server for controlling compatible boards over Bluetooth serial, including D…
— ○ ⏳ — N/A N/A — — —
40715
akbad
MCP server exposing Sourcegraph's AI-enhanced code search capabilities to codin…
— ○ ⏳ — N/A N/A — — —
40716
StuartMacKay
Exposes Django runtime information (settings, apps, URLs, models, migrations) a…
— ○ ⏳ — N/A N/A — — —
40717
DigitalBrewLLC
Chords, scales, progressions, transposition, and MIDI tools for music theory AI…
— ○ ⏳ — N/A N/A — — —
40718
Qvakk
docs-scraper Claim
Enables scraping and searching documentation websites using semantic or keyword…
— ○ ⏳ — N/A N/A — — —
40719
bina165
Provides LLMs with access to Microsoft Outlook email functionality, allowing th…
— ○ ⏳ — N/A N/A — — —
40720
tether-md
Tether MD Claim
Enables anchored comments in Markdown files that AI agents can propose changes …
— ○ ⏳ — N/A N/A — — —
40721
kh-54
A lightweight MCP server that exposes the web_reader tool via r.jina.ai for rea…
— ○ ⏳ — — — — — —
40722
outscraper
Connects AI agents to Outscraper for business discovery, Google Maps intelligen…
— ○ ⏳ — — — — — —
40723
Acuris-GmbH
Address validation, UK postcode lookup (PAF), geocoding & reverse-geocoding in …
— ○ ⏳ — N/A N/A — — —
40724
halilcengel
IzmirMCP Claim
MCP server for accessing real-time Izmir public transport data (IZBAN, ESHOT, T…
— ○ ⏳ — — — — — —
40725
danielrosehill
Enables management of BTRFS snapshots via Snapper and monitoring of BTRFS files…
— ○ ⏳ — N/A N/A — — —
40726 — ○ ⏳ — N/A N/A — 95 —
40727
code-alchemist01
Enables AI assistants to interact with and manage multiple database types (Post…
— ○ ⏳ — N/A N/A — — —
40728
Quartalis
A minimal MCP server with calculator and memory store tools, ready to use with …
— ○ ⏳ — N/A N/A — — —
40729
org-mobicycle
MCP server for posting and managing LinkedIn content, supporting personal and c…
— ○ ⏳ — — — — — —
40730
crunchtools
A secure MCP server for interacting with GitHub issues, pull requests, reposito…
— ○ ⏳ — — — — — —
40731
NIHAR-SARKAR
Cyber Host Artificial Intelligence (C.H.A.I) An autonomous penetration testing…
— ○ ⏳ — N/A N/A — — —
40732
moinsen-dev
Bridges AI agents with Tauri desktop applications for intelligent debugging, te…
— ○ ⏳ — N/A N/A — — —
40733
devladpopov
An MCP server that enables AI assistants to manage, monitor, and diagnose Windo…
— ○ ⏳ — N/A N/A — — —
40734
gildara
mcp-server Claim
Operating contracts for AI agents. Structured instructions compiled into system…
— ○ ⏳ — N/A N/A — — —
40735
TastyHeadphones
Fetches structured Jira issue context from a URL, enabling coding agents to qui…
— ○ ⏳ — — — — — —
40736
kemalbgskr
Provides product lifecycle, release cycle, and End of Life (EOL) date informati…
— ○ ⏳ — — — — — —
40737
CahidArda
Exposes any OpenAPI spec endpoints as AI agent tools via stdio, requiring no co…
— ○ ⏳ — N/A N/A — — —
40738
treesoop
ai-news-mcp Claim
Aggregates and curates AI/tech news from 12 sources every 6 hours, providing pr…
— ○ ⏳ — — — — — —
40739
srotzin
Pre-attestation gate for AI inference that checks compliance conditions and iss…
— ○ ⏳ — — — — — —
40740
ChrisGVE
Gives LLM agents access to local and remote data via databases, files, graphs, …
— ○ ⏳ — N/A N/A — — —
40741
botverse
botverse Claim
Transcode video, convert docs & transcribe audio for AI agents. Free $1 trial, …
— ○ ⏳ — N/A N/A — — —
40742
fedosis
An independent memory service for AI agents that stores and retrieves facts wit…
— ○ ⏳ — N/A N/A — — —
40743
marc-shade
MCP server for fraud detection using machine learning, behavioral biometrics, a…
— ○ ⏳ — N/A N/A — 95 —
40744
arcAman07
Samantha Claim
MCP server that dynamically extracts and manages user memory from LLM conversat…
— ○ ⏳ — — — — — —
40745
AkbariKishan
Memory MCP Claim
An advanced cognitive memory agent for AI chatbots that provides long-term, aut…
— ○ ⏳ — N/A N/A — — —
40746
Rovemark
Logica Mind Claim
Long-term memory for AI agents over MCP — episodic + semantic memory, a tempora…
— ○ ⏳ — N/A N/A — — —
40747
Masoud-Masoori
Switchboard Claim
Switchboard is a local-first, governed MCP endpoint that aggregates multiple MC…
— ○ ⏳ — N/A N/A — — —
40748
compligent
csf Claim
NIST CSF 2.0 - Professional cybersecurity framework with 35 tools and 12 prompts
— ○ ⏳ — N/A N/A — 95 —
40749
Minimal MCP server for Ghost Security API - compatible with all MCP clients
— ○ — N/A N/A — 81 —
40750
toreydai
Enables conversion of Nginx Ingress resources to AWS Gateway API (ALB/NLB) YAML…
— ○ ⏳ — — — — — —
Showing 40701–40750 of 69365 servers
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