MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 3 hours, 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33301 |
dokploy-mcp
Claim
Wraps the Dokploy REST API to expose Dokploy operations as MCP tools for managi…
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| 33302 |
sophtron-mcp
Claim
MCP server for Sophtron financial data aggregation that allows clients to searc…
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| 33303 |
Enables AI assistants to send emails via Gmail and append text to Google Docs o…
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| 33304 |
ghidra-api-mcp
Claim
Helps LLMs write correct Ghidra scripts by providing API call-flows extracted f…
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| 33305 |
mcp-atlassian
Claim
MCP server for Atlassian products (Confluence, Jira, Bitbucket, and Xray for Ji…
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| 33306 |
jobber-mcp
Claim
MCP server for Jobber home service management software enabling read/write of c…
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| 33307 |
mcp-snap7
Claim
Enables MCP clients to connect to and interact with Siemens PLCs via python-sna…
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| 33308 |
OFZ MCP Server
Claim
Enables querying OFZ, subfederal, and corporate bonds from MOEX with filters, a…
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| 33309 |
forgepoint-signal
Claim
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| 33310 |
Sprout Social MCP Server
Claim
An MCP server that enables AI assistants to access Sprout Social data including…
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| 33311 |
Stream MCP Server
Claim
An MCP server for Evertrust Stream, a PKI platform, allowing LLM clients to man…
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| 33312 |
gov-it-legal-mcp
Claim
Provides real-time access to Italian legislation and administrative court rulin…
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| 33313 |
Automatically classify and triage GitHub issues using AI to apply labels, post …
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| 33314 |
Sentice MCP Server
Claim
Provides user balance information by connecting to a backend service through th…
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| 33315 |
Slack Message Sender
Claim
MCP server for sending messages to Slack channels and replying in threads, with…
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| 33316 |
oflow-mcp
Claim
An agent-native workflow MCP server that enables AI agents to execute text-defi…
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| 33317 |
An MCP server that provides comprehensive monitoring and management capabilitie…
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| 33318 |
X-Ways MCP
Claim
Enables triage, installation validation, and controlled automation of X-Ways Fo…
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| 33319 |
DharitrI MCP Server
Claim
Enables interaction with the DharitrI blockchain including wallet creation, add…
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| 33320 |
genetic-mcp
Claim
Enables evolutionary idea generation using genetic algorithms with LLM workers,…
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| 33321 |
HacknPlan MCP
Claim
Enables Claude to manage game development projects on HacknPlan, including task…
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| 33322 |
foundrynet-inference
Claim
x402 LLM proxy + data-enriched analysis (17 sources) + TimesFM predictive IoT i…
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| 33323 |
bedc-mcp
Claim
MCP server for Dual Canvas Execution (DCE) - use with Polsia, Cursor, Claude, a…
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| 33324 |
docflow-mcp
Claim
Enables LLM agents to classify documents, extract fields, tables, and stamps, a…
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| 33325 |
tonmcp
Claim
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| 33326 |
mcp-juridico-brasil
Claim
Connects AI assistants to Brazilian judicial data from DataJud CNJ and 91 court…
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| 33327 |
kaiten-mcp
Claim
MCP server for managing Kaiten tasks through AI agents like Claude, enabling ta…
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| 33328 |
terminal-love-mcp
Claim
MCP server that scrapes Terminal Trove to search CLI/TUI tools and retrieve des…
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| 33329 |
llm-cost-guard
Claim
MCP server for tracking LLM costs, setting spending limits, and receiving budge…
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| 33330 |
feroxbuster-mcp
Claim
Enables AI assistants to perform web content discovery scans using feroxbuster …
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| 33331 |
pwpush-mcp
Claim
An MCP server for Password Pusher that allows creating, previewing, and managin…
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| 33332 |
deribit-mcp
Claim
Connects to Deribit for real-time market data, portfolio management, trade exec…
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| 33333 |
mcprice
Claim
finance crypto
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| 33334 |
sbl-debugger
Claim
Enables AI assistants to debug ARM Cortex-M targets via GDB and OpenOCD, suppor…
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| 33335 |
ragvault
Claim
MCP server for local-first RAG over Obsidian vaults, enabling AI agents to sear…
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| 33336 |
mcp-server-inject-bender
Claim
Security through absurdity: transforms SQL injection and XSS attempts into harm…
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| 33337 |
dav-mcp
Claim
Transform AI agents into orchestrating assistants managing calendars, contacts,…
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| 33338 |
sourcesage
Claim
SourceSage is an MCP server that efficiently memorizes key aspects of a codebas…
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| 33339 |
HireScript MCP Server
Claim
Generates inclusive, bias-free job descriptions by leveraging Claude AI to dete…
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| 33340 |
unraid-mcp
Claim
An MCP server that enables AI assistants like Claude to manage Unraid servers t…
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| 33341 |
T5Chem MCP Server
Claim
Enables chemical reaction predictions (retrosynthesis, product, reagents), mole…
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| 33342 |
AI SEO Magic Button
Claim
Point it at your site, get a whole-site AEO/GEO audit plus a ready-to-run plan …
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| 33343 |
Aperion Shield
Claim
Local guardrail proxy that blocks destructive MCP tool calls, rug pulls, and to…
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| 33344 |
mcp-codebase-oracle
Claim
Analyzes software projects to extract architecture, build dependency graphs, an…
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| 33345 |
algorithmaide-mcp
Claim
An MCP server for real-device Android reversing workflows, wrapping AlgorithmAi…
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| 33346 |
mcp-annuities-server
Claim
Enables retrieval of annuity client data, payout calculations, and portfolio an…
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| 33347 |
openfinclaw
Claim
Enables quant research, strategy development, backtesting, and paper trading th…
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| 33348 |
multichain-mcp
Claim
Read balances/prices and prepare transfers across Stacks, Celo, and Base from o…
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| 33349 |
Photoshop MCP Server
Claim
Enables automation of Photoshop tasks such as PSD editing, layer toggling, text…
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| 33350 |
inventory-mcp
Claim
MCP server for Inventory (whereiput.it) that enables searching, full CRUD opera…
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