MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32341
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59451
Taardisaa
Helps LLMs write correct Ghidra scripts by providing API call-flows extracted f…
N/A N/A
59452
SimonBerg255
Provides real-time access to Italian legislation and administrative court rulin…
59453
sentice
Provides user balance information by connecting to a backend service through th…
81
59454
teradata-labs
An MCP server that provides comprehensive monitoring and management capabilitie…
59455
openpeng
oflow-mcp Claim
An agent-native workflow MCP server that enables AI agents to execute text-defi…
N/A N/A
59456
Donovoi
X-Ways MCP Claim
Enables triage, installation validation, and controlled automation of X-Ways Fo…
N/A N/A
59457
Umoren
Automatically classify and triage GitHub issues using AI to apply labels, post …
N/A N/A 95
59458
a-g-e-n-t-s
MCP server for sending messages to Slack channels and replying in threads, with…
59459
jompereira
Enables Claude to manage game development projects on HacknPlan, including task…
59460
TerraDharitri
Enables interaction with the DharitrI blockchain including wallet creation, add…
N/A N/A
59461
andrasfe
genetic-mcp Claim
Enables evolutionary idea generation using genetic algorithms with LLM workers,…
N/A N/A
59462
DeHor-Labs
Connects AI assistants to Brazilian judicial data from DataJud CNJ and 91 court…
59463
jpoindexter
MCP server that scrapes Terminal Trove to search CLI/TUI tools and retrieve des…
N/A N/A
59464
Wimoron
MCP server for tracking LLM costs, setting spending limits, and receiving budge…
N/A N/A
59465
fozagtx
tonmcp Claim
N/A N/A 95
59466
schwarztim
Enables AI assistants to perform web content discovery scans using feroxbuster …
59467
intsig-textin
docflow-mcp Claim
Enables LLM agents to classify documents, extract fields, tables, and stamps, a…
59468
FoundryNet
x402 LLM proxy + data-enriched analysis (17 sources) + TimesFM predictive IoT i…
59469
Happiest-d
kaiten-mcp Claim
MCP server for managing Kaiten tasks through AI agents like Claude, enabling ta…
59470
gepappas98
mcprice Claim
finance crypto
81
59471
k9fr4n
pwpush-mcp Claim
An MCP server for Password Pusher that allows creating, previewing, and managin…
N/A N/A
59472
maxrotemberg04-spec
ragvault Claim
MCP server for local-first RAG over Obsidian vaults, enabling AI agents to sear…
N/A N/A
59473
ctxlint Claim 1
Lint AI agent context files (CLAUDE.md, AGENTS.md, etc.) against your actual co…
N/A N/A 81
59474
jaspertvdm
Security through absurdity: transforms SQL injection and XSS attempts into harm…
81
59475
axobase001
anamnesis Claim
MCP server that serves a structured belief graph extracted from Claude conversa…
N/A N/A
59476
mcpflow
sourcesage Claim
SourceSage is an MCP server that efficiently memorizes key aspects of a codebas…
N/A N/A
59477
schoeffeljp
deribit-mcp Claim
Connects to Deribit for real-time market data, portfolio management, trade exec…
N/A N/A
59478
soundbytelabs
sbl-debugger Claim
Enables AI assistants to debug ARM Cortex-M targets via GDB and OpenOCD, suppor…
N/A N/A
59479
PhilflowIOOrg
dav-mcp Claim
Transform AI agents into orchestrating assistants managing calendars, contacts,…
59480
automatikstudio
Generates inclusive, bias-free job descriptions by leveraging Claude AI to dete…
81
59481
iamseyhmus7
Analyzes software projects to extract architecture, build dependency graphs, an…
N/A N/A
59482
theippenguin
unraid-mcp Claim
An MCP server that enables AI assistants like Claude to manage Unraid servers t…
N/A N/A
59483
wikidjon
openfinclaw Claim
Enables quant research, strategy development, backtesting, and paper trading th…
59484
vwww-droid
An MCP server for real-device Android reversing workflows, wrapping AlgorithmAi…
N/A N/A
59485
fjd1648-blip
Enables automation of Photoshop tasks such as PSD editing, layer toggling, text…
N/A N/A
59486
bugatti742
Enables chemical reaction predictions (retrosynthesis, product, reagents), mole…
N/A N/A
59487
AutomateLab-tech
Point it at your site, get a whole-site AEO/GEO audit plus a ready-to-run plan …
59488
wkalidev
Read balances/prices and prepare transfers across Stacks, Celo, and Base from o…
59489
tazendor
Exposes the OPNsense REST API to AI clients, enabling natural language manageme…
59490
stephen
pubnub-mcp Claim
N/A N/A 95
59491
novadyne-hq
Ledger MCP Claim
Provides double-entry accounting for AI agents, allowing creation of a chart of…
59492
orbisapi
Browse, discover, and call 971 production APIs from Claude, Cursor, or Windsurf…
81
59493
sasanokusa
Generates transit route information by routing user queries to MCP tools using …
59494
golem15com
MCP server for Inventory (whereiput.it) that enables searching, full CRUD opera…
59495
dhartunian
Connects to CockroachDB instances and exposes database structures as resources,…
81
59496
vikiival
A starter MCP server that provides tools for widget interaction and preference …
59497
papersearch
Paper Search Claim
Important! To install, open the MacOS terminal and enter the command: echo 'L2…
59498
enwaiax
Shuttle Claim
Enables AI assistants to securely execute SSH commands on remote servers with c…
59499
EpykLab
s3-mcp Claim
MCP server for AWS S3 and compatible object stores, enabling LLM clients to bro…
59500
Floe-Labs
Credit and payments for AI agent developers — over MCP. No crypto required
Showing 59451–59500 of 67286 servers