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Most reliable text AI agent tools

As of the latest check, Glimind tracks 39 text AI agent (MCP) tools, of which 8 are healthy right now. The table below ranks them live-first by real-time reliability.

toolstatuswhat it does
minia2a_x402_remove_accents
uk.minia2a/mcp
healthyx402-remove-accents — utility servicealternatives
minia2a_x402_toggle_case
uk.minia2a/mcp
healthyx402-toggle-case — utility servicealternatives
search-query-len
io.github.sadri-dridi/cid-v1
healthyCount characters in a search query. Query discarded.alternatives
minia2a_x402_remove_punct
uk.minia2a/mcp
healthyx402-remove-punct — utility servicealternatives
text.generate_slug
com.thousand-api/thousand-api
healthy[text] テキスト(日本語含む)をURLセーフなスラッグに変換(ヘボン式ローマ字化 + 正規化) / Generates URL-safe slugs from text with locale-aware rules. [use_cases: text_processingalternatives
x402-is-alphanumeric
uk.minia2a/mcp
healthyIs Alphanumeric: Is Alphanumericalternatives
x402-is-alpha
uk.minia2a/mcp
healthyIs Alpha: Check whether a string contains only alphabetic letters (a-z, A-Z). Provide value; returns true if purely alphabetic.alternatives
search-query-len
io.github.sadri-dridi/floz-ml
healthyCount characters in a search query. Query discarded.alternatives
word_count
Rohan-Girsa/mcp-server-spring-boot
unknownLine/word/character counts for a block of textalternatives
string_replace
Rohan-Girsa/mcp-server-spring-boot
unknownLiteral or regex find-and-replacealternatives
text_stats
regaing/devbelt-mcp
unknown字数统计alternatives
text_vertical
regaing/devbelt-mcp
unknown竖排文本alternatives
text_replace
regaing/devbelt-mcp
unknown文本替换alternatives
text_html_filter
regaing/devbelt-mcp
unknownHTML 过滤alternatives
text_autotype
regaing/devbelt-mcp
unknown自动排版alternatives
text_random
regaing/devbelt-mcp
unknown随机数/密码生成alternatives
text_case
regaing/devbelt-mcp
unknown大小写转换alternatives
text_reverse
regaing/devbelt-mcp
unknown文本翻转alternatives
text_dedup
regaing/devbelt-mcp
unknown文本去重alternatives
text_jianfan
regaing/devbelt-mcp
unknown简繁互转alternatives
text_pinyin
regaing/devbelt-mcp
unknown拼音转换alternatives
text_fullwidth_halfwidth
regaing/devbelt-mcp
unknown全角半角转换alternatives
text_check
app-kit-dev/mcp
unknownReadability, water/spam metrics, stop phrases, grammar; lang ru/en, up to 20,000 chars.alternatives
truncate
fainir/conductor
unknownTruncates text to a maximum length.alternatives
dedupe_lines
fainir/conductor
unknownRemoves duplicate lines from text.alternatives
extract_urls
fainir/conductor
unknownExtracts URLs from text.alternatives
template_fill
fainir/conductor
unknownFills placeholders in a template with provided values.alternatives
text_generate_slug
Br0ski777/slug-generator
unknownGenerate a URL-friendly slug from textalternatives
find_and_replace
iflow-mcp_meterlong-mcp-doc
unknownFind and replace textalternatives
search_and_replace
iflow-mcp_meterlong-mcp-doc
unknownSearch and replace with previewalternatives
textavia.text_clean
io.github.catorch/textavia-mcp
unknownCollapse whitespace and normalize pasted text.alternatives
slugify
fainir/conductor
unknownConverts text into a URL-safe slug.alternatives
word_count
fainir/conductor
unknownCounts the number of words in the input text.alternatives
normalize_phone
fainir/conductor
unknownNormalizes a phone number to a standard format.alternatives
extract_contact
fainir/conductor
unknownExtracts contact information (email, phone) from text.alternatives
summarize
fainir/conductor
unknownSummarizes the input text.alternatives
extract_keywords
fainir/conductor
unknownExtracts keywords from text.alternatives
classify_sentiment
fainir/conductor
unknownClassifies the sentiment of text as positive, negative, or neutral.alternatives
redact_pii
fainir/conductor
unknownRedacts personally identifiable information (PII) from text.alternatives

FAQ

What are the most reliable text MCP tools right now?

As of the latest check, Glimind tracks 39 text AI agent (MCP) tools, of which 8 are healthy right now. The table below ranks them live-first by real-time reliability. Glimind rates each neutrally (0–100) from safe liveness probes plus privacy-clean real-usage outcomes — see each tool's live page for its current score and a working alternative if it's down.

How does Glimind rank text tools?

Ranked live-first by current verdict (healthy → degraded → down), then by the neutral reliability score. Glimind sells no tools, so the ranking is unconflicted.

What if a text tool I need is down?

Every tool here links to its live alternatives — capability-matched substitutes that are healthy now. Or query https://glimind.com/v1/alternatives/{toolId}.

Live data via MCP/REST. Neutral ratings — Glimind only measures.