← MCP Scorecard

Best Developer Utilities MCP Servers (2026)

48 servers, ranked on the proofof.ai 100-point production-readiness rubric. Updated 2026-06-07.

What are the best Developer Utilities MCP servers?

The highest-scored are hash-utils-ai-mcp (90/100), webhook-ai-mcp (90/100), blockchain-verification-mcp (86/100). Full ranking below — each links to its detailed scorecard.

#MCP serverScoreWhat it doesInstall
1hash-utils-ai-mcp90Hash Utils Ai MCP Server by MEOK AI Labspip install hash-utils-ai-mcp
2webhook-ai-mcp90Webhook Ai tools for AI agents. Capabilities: validate webhook signature, log webhook evenpip install webhook-ai-mcp
3blockchain-verification-mcp86Blockchain Verification MCP Server by MEOK AI Labspip install blockchain-verification-mcp
4code-reviewer-ai-mcp86Code Reviewer Ai MCP Server by MEOK AI Labspip install code-reviewer-ai-mcp
5color-ai-mcp86Color Ai MCP Server by MEOK AI Labspip install color-ai-mcp
6config-validator-ai-mcp86Config Validator Ai MCP Server by MEOK AI Labspip install config-validator-ai-mcp
7csv-analytics-mcp86Csv Analytics MCP Server by MEOK AI Labspip install csv-analytics-mcp
8diff-ai-mcp86Diff Ai MCP Server by MEOK AI Labspip install diff-ai-mcp
9email-validator-ai-mcp86Email Validator Ai MCP Server by MEOK AI Labspip install email-validator-ai-mcp
10invoice-generator-ai-mcp86Invoice Generator Ai MCP Server by MEOK AI Labspip install invoice-generator-ai-mcp
11markdown-ai-mcp86Markdown Ai MCP Server by MEOK AI Labspip install markdown-ai-mcp
12meeting-summarizer-ai-mcp86Meeting Summarizer Ai MCP Server by MEOK AI Labspip install meeting-summarizer-ai-mcp
13price-tracker-ai-mcp86Price Tracker Ai MCP Server by MEOK AI Labspip install price-tracker-ai-mcp
14qr-code-ai-mcp86Qr Code Ai MCP Server by MEOK AI Labspip install qr-code-ai-mcp
15schema-validator-ai-mcp86Schema Validator Ai MCP Server by MEOK AI Labspip install schema-validator-ai-mcp
16sentiment-analysis-ai-mcp86Sentiment Analysis Ai MCP Server by MEOK AI Labspip install sentiment-analysis-ai-mcp
17stock-analyzer-ai-mcp86AI-powered stock analyzer ai MCP server for agents. Supports analyze stock, calculate ratipip install stock-analyzer-ai-mcp
18string-utils-ai-mcp86String Utils Ai tools for AI agents. Capabilities: slugify, camel to snake, truncate smartpip install string-utils-ai-mcp
19subscription-tracker-ai-mcp86MCP server for subscription tracker ai. Features add subscription, get total spend, listpip install subscription-tracker-ai-mcp
20summarizer-ai-mcp86MCP server for summarizer ai. Features summarize text, extract key points, generate abstrapip install summarizer-ai-mcp
21survey-builder-ai-mcp86AI-powered survey builder ai MCP server for agents. Supports create survey, validate questpip install survey-builder-ai-mcp
22tax-calculator-ai-mcp86AI-powered tax calculator ai MCP server for agents. Supports calculate income tax, calculapip install tax-calculator-ai-mcp
23test-case-generator-ai-mcp86AI-powered test case generator ai MCP server for agents. Supports generate test cases, genpip install test-case-generator-ai-mcp
24text-stats-ai-mcp86MCP server for text stats ai. Features word count, reading time, keyword density. From MEOpip install text-stats-ai-mcp
25time-tracker-ai-mcp86Time Tracker Ai tools for AI agents. Capabilities: start timer, stop timer, get report. Bupip install time-tracker-ai-mcp
26tone-rewriter-ai-mcp86Tone Rewriter Ai MCP server. Tools: analyze tone, rewrite tone, compare tones. Built by MEpip install tone-rewriter-ai-mcp
27translation-ai-mcp86Translation Ai automation via MCP. Includes translate text, detect language, check grammarpip install translation-ai-mcp
28translator-pro-ai-mcp86AI-powered translator pro ai MCP server for agents. Supports translate text, detect languapip install translator-pro-ai-mcp
29unit-converter-ai-mcp86AI-powered unit converter ai MCP server for agents. Supports convert length, convert weighpip install unit-converter-ai-mcp
30url-ai-mcp86Url Ai MCP server. Tools: parse url, shorten url data, check url safety. Built by MEOK AI pip install url-ai-mcp
31uuid-ai-mcp86AI-powered uuid ai MCP server for agents. Supports generate uuid, parse uuid, generate ulipip install uuid-ai-mcp
32validator-ai-mcp86AI-powered validator ai MCP server for agents. Supports validate json, validate email, valpip install validator-ai-mcp
33vector-knowledge-graph-mcp86AI-powered vector knowledge graph MCP server for agents. Supports add node, add edge, semapip install vector-knowledge-graph-mcp
34video-editing-ai-mcp86Video Editing Ai MCP server. Tools: split scenes, generate subtitles, thumbnail data. Builpip install video-editing-ai-mcp
35voice-audio-mcp86Voice Audio MCP server. Tools: text to speech, list voices, transcribe. Built by MEOK AI Lpip install voice-audio-mcp
36weather-ai-mcp86Weather Ai tools for AI agents. Capabilities: get current conditions, get forecast, get hipip install weather-ai-mcp
37workout-planner-ai-mcp86MCP server for workout planner ai. Features create workout, track progress, suggest exercipip install workout-planner-ai-mcp
38writing-assistant-ai-mcp86Writing Assistant Ai tools for AI agents. Capabilities: generate headlines, score readabilpip install writing-assistant-ai-mcp
39yaml-ai-mcp86AI-powered yaml ai MCP server for agents. Supports validate yaml, convert yaml json, lint pip install yaml-ai-mcp
40api-docs-generator-ai-mcp74Api Docs Generator Ai MCP Server by MEOK AI Labspip install api-docs-generator-ai-mcp
41blockchain-ai-mcp74Blockchain Ai MCP Server by MEOK AI Labspip install blockchain-ai-mcp
42budget-planner-ai-mcp74Budget Planner Ai MCP Server by MEOK AI Labspip install budget-planner-ai-mcp
43calendar-ai-mcp74Calendar Ai MCP Server by MEOK AI Labspip install calendar-ai-mcp
44content-calendar-ai-mcp74Content Calendar Ai MCP Server by MEOK AI Labspip install content-calendar-ai-mcp
45csv-tools-ai-mcp74Csv Tools Ai MCP Server by MEOK AI Labspip install csv-tools-ai-mcp
46database-universal-mcp74Database Universal MCP Server by MEOK AI Labspip install database-universal-mcp
47json-ai-mcp74Json Ai MCP Server by MEOK AI Labspip install json-ai-mcp
48regulatory-webhook-mcp74Regulatory Webhook MCP Server by MEOK AI Labspip install regulatory-webhook-mcp

How are these scored?

Each MCP server is scored 0-100 across 10 categories (README, tool design, examples, tests/CI, transports, metadata, reliability, security, docs, provenance). See the methodology.