MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
47701
pickstar-2002
Enables comprehensive video file metadata management including reading, editing…
N/A N/A 95
47702
sfsupplies
An MCP server that exposes SF Supplies product search API to LLM tools. Support…
47703
webboy
MCP server for Bitbucket Cloud that exposes 35 tools covering repositories, pul…
47704
xodn348
ClawPay Claim
Connects AI agents to payment processors (Lithic, Stripe, PayPal) for automated…
N/A N/A
47705
rabqatab
Enables searching and retrieving Korean legal information including laws, court…
N/A N/A 95
47706
Heretek-RE
re-lief Claim
MCP server exposing LIEF for cross-format binary analysis, enabling parsing, se…
N/A N/A
47707
sandordaroczi
paprika-mcp Claim
Enables natural language interaction with Paprika Recipe Manager to create, sea…
47708
36412749-collab
OpenAI-compatible LLM, image and video APIs via Routara (api.routara.ai).
N/A N/A
47709
fraim-ai
Enables semantic search of project documentation using hybrid vector and full-t…
81
47710
BluesPrince
thiri-mcp Claim
Deterministic music-theory server: chord & Roman-numeral analysis, voicing, and…
47711
Lyncee
proxmox-mcp Claim
Provides tools to manage Proxmox VE clusters via Claude Code, enabling listing …
47712
ekluvtech
Enables AI-powered customer support with real-time access to CRM, ticketing, an…
47713
stephenlb
pubnub-mcp Claim
N/A N/A 95
47714
brainsparker
Frugal Claim
Cost-optimized MCP server: routes every tool call to the cheapest provider that…
N/A N/A
47715
AlexZeitler
Aceto Claim
A local dev server with MCP interface for building HTML mockups together with a…
N/A N/A
47716
aniongithub
Manage dev container environments via MCP (Docker, DevPod, Codespaces).
N/A N/A
47717
thorrevoets
test Claim
N/A N/A 95
47718
efeabio
MCP server for Redis interaction with dynamic connection setup and management.
N/A N/A
47719
janmacher02-xl8y
Access SEC EDGAR financial data through your AI assistant. Search public compan…
81
47720
barnaby-coder
Enables AI assistants to recommend specialized AI operations services, perform …
81
47721
ruegreen
Enables AI agents to interact with Cisco API Gateway pods endpoints for complet…
81
47722
PalabreX
run.pay Claim
Stripe-native marketplace where AI agents discover and pay per call for API ser…
47723
JihunBlue
Enables intelligent task assignment to developers using hybrid AI algorithms th…
81
47724
pythondev-pro
PyForge IDE Claim
Enables Python code execution in a sandboxed environment with virtual file syst…
N/A N/A 95
47725
marketscore
MCP-коннектор для Яндекс Директа: управляйте кампаниями и аналитикой из Claude …
47726
jredondo-aden
Exposes Aden Aggregates submittal data as tools callable by Claude, enabling re…
81
47727
benlemasurier
fccdb Claim
Explore FCC ULS licenses, ASR antenna structures, and microwave path elevation …
47728
pmxt-dev
pmxt-mcp Claim
MCP server that provides a unified prediction market API for multiple venues li…
47729
32n1
An MCP server that provides Claude with direct access to EVE Online character d…
81
47730
MealMasteryAI
mcp-server Claim
AI meal planning: generate weekly plans, manage recipes, and send groceries to …
N/A N/A 83
47731
davicustodio
GeoNode MCP Claim
MCP server for GeoNode 4.x and 5.x, enabling search, management, and configurat…
N/A N/A
47732
cmmvio
cmmv-mcp Claim
Enables standardized interactions between LLMs and CMMV applications using the …
47733
satya01-sap
Enables retrieving event summaries from SAP Ariba by providing doc_id, user, pa…
47734
nico-b
Provides read-only access to Nolio training data including planned workouts, co…
N/A N/A
47735
mastadoonprime
agent-memory Claim
Persistent, encrypted memory service for AI agents. Private vault with E2E encr…
81
47736
Larshiensch99
priceparse Claim
Extract structured pricing tiers and addons from any SaaS pricing page URL. Bui…
47737
Bidsketch
mcp-signwell Claim
Model Context Protocol server that orchestrates SignWell's e-signature workflow…
47738
SteepHq
Steep Claim
Query metrics, targets, entities, and team data in your Steep workspace via MCP.
47739 N/A N/A 95
47740
bob-reis
mcp-brasil Claim
MCP Server for accessing 36 Brazilian public data sources and 1 agent, enabling…
47741
sergiolopez94
Bridges Motion's AI-powered calendar and task management API with LLMs via the …
81
47742
gtm-api
Managed LinkedIn MCP server for AI agents: search, connect, message and enrich …
47743
Antmanbuilds
ari-mcp-py Claim
Python MCP server: fair-price checks, leaderboards, Ed25519 receipt verificatio…
N/A N/A
47744
hkopenai
Provides access to Hong Kong government environment data, including the current…
47745
SaptaDey
Enables sophisticated reasoning workflows using graph-based representations for…
47746
kmatrimony0-ops
This MCP server provides governed read access to the Analytos Brain knowledge g…
47747
closermethod
MCP server for AI agents handling EOR & global hiring conversations. 8 tools: c…
47748
fabiosuizu
Analyze spoken language to provide immediate feedback on pronunciation accuracy…
81
47749
kasssandr
archilles Claim
Enables semantic search over local Calibre libraries via MCP, allowing AI assis…
N/A N/A
47750
SeoNaRu
Provides access to inspirational quotes through a free API, enabling users to r…
81
Showing 47701–47750 of 67226 servers
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